test_candles_2 = [(1575547200000, 146.51, 147.03, 149.02, 146.51, 64788.46651),
                  (1575561600000, 147.02, 147.6, 147.97, 146.3, 35810.46053),
                  (1575576000000, 147.6, 148.1, 148.6, 147.37, 25217.5757),
                  (1575590400000, 148.11, 147.26, 148.37, 146.91, 27447.3323),
                  (1575604800000, 147.28, 147.73, 147.89, 147.01, 22167.14581),
                  (1575619200000, 147.76, 146.49, 147.87, 145.74, 53909.23186),
                  (1575633600000, 146.43, 147.21, 147.73, 146.14, 36314.09307),
                  (1575648000000, 147.23, 148.11, 149.77, 146.81, 59085.27809),
                  (1575662400000, 148.1, 148.45, 148.88, 147.75, 21751.60468),
                  (1575676800000, 148.46, 148.39, 148.93, 148.05, 20244.20985),
                  (1575691200000, 148.37, 148.48, 149.49, 148.37, 24431.94446),
                  (1575705600000, 148.47, 147.92, 148.72, 147.14, 41084.33963),
                  (1575720000000, 147.94, 148.28, 148.55, 147.46, 25786.69449),
                  (1575734400000, 148.25, 147.86, 148.42, 147.31, 14739.56495),
                  (1575748800000, 147.86, 147.14, 147.86, 146.85, 14184.9325),
                  (1575763200000, 147.16, 146.69, 147.63, 146.11, 28000.18677),
                  (1575777600000, 146.69, 147.01, 147.28, 146.36, 13086.18636),
                  (1575792000000, 147.0, 148.14, 148.75, 146.89, 46831.93248),
                  (1575806400000, 148.16, 150.68, 151.5, 147.8, 49532.17518),
                  (1575820800000, 150.68, 150.42, 151.62, 149.89, 45154.25859),
                  (1575835200000, 150.42, 150.44, 151.4, 150.12, 22696.86322),
                  (1575849600000, 150.44, 150.31, 151.09, 149.42, 34574.3664),
                  (1575864000000, 150.3, 149.31, 150.96, 149.1, 36952.47141),
                  (1575878400000, 149.31, 149.12, 149.7, 148.79, 35235.53353),
                  (1575892800000, 149.14, 148.02, 151.19, 147.0, 74728.4613),
                  (1575907200000, 148.03, 147.33, 148.33, 147.0, 31595.38308),
                  (1575921600000, 147.34, 147.38, 147.83, 146.56, 30689.77677),
                  (1575936000000, 147.4, 147.23, 148.57, 146.18, 41719.21009),
                  (1575950400000, 147.23, 147.27, 147.48, 146.8, 28132.93679),
                  (1575964800000, 147.26, 147.23, 147.46, 146.67, 29370.52324),
                  (1575979200000, 147.23, 145.14, 147.41, 144.99, 52728.39563),
                  (1575993600000, 145.15, 144.97, 145.69, 144.39, 30935.46894),
                  (1576008000000, 144.91, 145.56, 145.92, 143.81, 20329.31468),
                  (1576022400000, 145.53, 145.49, 146.34, 144.98, 14376.76464),
                  (1576036800000, 145.52, 145.67, 145.81, 144.84, 16870.60197),
                  (1576051200000, 145.67, 145.61, 146.17, 145.3, 22984.67664),
                  (1576065600000, 145.57, 142.8, 146.21, 142.12, 59688.9744),
                  (1576080000000, 142.81, 142.79, 143.58, 142.19, 30949.7625),
                  (1576094400000, 142.78, 143.39, 143.45, 142.45, 12972.32469),
                  (1576108800000, 143.41, 142.08, 144.11, 139.24, 71279.57845),
                  (1576123200000, 142.06, 141.99, 142.71, 141.64, 24942.66734),
                  (1576137600000, 141.95, 144.15, 144.45, 141.12, 63141.897),
                  (1576152000000, 144.13, 143.85, 144.79, 141.85, 43196.63322),
                  (1576166400000, 143.85, 145.06, 145.66, 143.44, 33563.00003),
                  (1576180800000, 145.05, 144.87, 145.85, 144.5, 25491.52833),
                  (1576195200000, 144.87, 144.6, 145.28, 144.22, 22039.34145),
                  (1576209600000, 144.6, 144.45, 145.05, 144.26, 17657.59388),
                  (1576224000000, 144.47, 144.44, 146.0, 142.8, 47793.14329),
                  (1576238400000, 144.41, 144.59, 144.78, 143.83, 28573.15224),
                  (1576252800000, 144.58, 144.48, 145.25, 144.35, 30260.69457),
                  (1576267200000, 144.48, 144.8, 144.82, 143.94, 14371.26013),
                  (1576281600000, 144.8, 144.58, 145.07, 144.28, 11535.79899),
                  (1576296000000, 144.58, 143.96, 144.78, 143.62, 14900.82559),
                  (1576310400000, 143.97, 143.22, 144.0, 142.3, 30718.28981),
                  (1576324800000, 143.23, 141.7, 143.26, 141.19, 29105.57297),
                  (1576339200000, 141.75, 142.16, 142.65, 141.18, 29982.61731),
                  (1576353600000, 142.14, 141.79, 142.4, 141.64, 9989.48734),
                  (1576368000000, 141.79, 141.02, 141.97, 139.92, 31283.91884),
                  (1576382400000, 141.01, 143.25, 144.12, 140.57, 40269.10224),
                  (1576396800000, 143.28, 142.75, 143.97, 142.27, 27656.69354),
                  (1576411200000, 142.75, 143.14, 143.44, 142.01, 25739.84698),
                  (1576425600000, 143.14, 142.85, 143.28, 142.39, 13911.23403),
                  (1576440000000, 142.85, 142.46, 143.17, 142.02, 12328.86314),
                  (1576454400000, 142.46, 141.39, 142.72, 141.04, 18427.64349),
                  (1576468800000, 141.4, 141.27, 141.99, 140.86, 25536.78779),
                  (1576483200000, 141.28, 141.1, 141.58, 140.3, 33342.06145),
                  (1576497600000, 141.12, 140.97, 142.29, 140.7, 43879.82606),
                  (1576512000000, 140.96, 131.79, 141.29, 127.93, 249885.64851),
                  (1576526400000, 131.76, 132.73, 132.98, 130.95, 99946.89212),
                  (1576540800000, 132.72, 131.97, 132.98, 130.8, 37233.03463),
                  (1576555200000, 131.98, 131.05, 132.2, 130.82, 52397.11426),
                  (1576569600000, 131.05, 132.23, 132.32, 130.8, 43057.15502),
                  (1576584000000, 132.27, 127.23, 132.45, 126.49, 155655.16124),
                  (1576598400000, 127.23, 122.85, 128.54, 122.5, 166841.55954),
                  (1576612800000, 122.83, 121.88, 123.33, 119.11, 108073.33532),
                  (1576627200000, 121.88, 123.9, 125.78, 121.33, 76793.22382),
                  (1576641600000, 123.89, 121.69, 124.48, 120.67, 77164.25529),
                  (1576656000000, 121.68, 121.67, 123.98, 121.33, 86415.70582),
                  (1576670400000, 121.68, 127.32, 128.69, 116.26, 339740.14364),
                  (1576684800000, 127.37, 128.74, 129.4, 125.67, 123825.57511),
                  (1576699200000, 128.7, 132.78, 134.87, 128.26, 181022.00966),
                  (1576713600000, 132.8, 129.02, 134.0, 126.5, 123082.11205),
                  (1576728000000, 129.02, 127.45, 129.03, 127.24, 49214.91773),
                  (1576742400000, 127.46, 126.05, 128.47, 125.69, 77885.23575),
                  (1576756800000, 126.07, 127.35, 127.91, 125.86, 69892.35849),
                  (1576771200000, 127.33, 127.5, 128.69, 126.43, 49467.413),
                  (1576785600000, 127.52, 128.1, 128.39, 126.01, 51132.78018),
                  (1576800000000, 128.1, 126.88, 128.6, 126.25, 39549.05608),
                  (1576814400000, 126.88, 127.18, 127.37, 125.84, 29147.74479),
                  (1576828800000, 127.18, 127.37, 127.5, 126.5, 34610.98361),
                  (1576843200000, 127.39, 127.41, 129.39, 126.72, 60275.69681),
                  (1576857600000, 127.41, 128.03, 128.5, 126.98, 31664.60109),
                  (1576872000000, 128.03, 128.19, 128.6, 127.74, 18649.38492),
                  (1576886400000, 128.19, 127.31, 128.4, 126.97, 26395.16905),
                  (1576900800000, 127.31, 127.02, 127.8, 126.84, 24673.7469),
                  (1576915200000, 127.03, 127.39, 127.87, 126.5, 29467.89196),
                  (1576929600000, 127.4, 127.34, 127.8, 126.64, 28235.03061),
                  (1576944000000, 127.33, 127.01, 127.53, 126.77, 11844.541),
                  (1576958400000, 127.03, 126.99, 127.59, 126.77, 14579.73689),
                  (1576972800000, 127.0, 127.14, 127.45, 126.82, 12937.49508),
                  (1576987200000, 127.15, 129.27, 129.4, 126.87, 29219.81714),
                  (1577001600000, 129.3, 129.05, 130.99, 128.56, 53002.751),
                  (1577016000000, 129.03, 129.53, 130.0, 129.02, 22740.64493),
                  (1577030400000, 129.57, 131.94, 132.5, 129.31, 84940.66311),
                  (1577044800000, 131.94, 132.09, 133.07, 131.19, 50299.35287),
                  (1577059200000, 132.12, 133.87, 135.1, 132.1, 86402.71507),
                  (1577073600000, 133.85, 131.67, 133.99, 130.87, 60396.00282),
                  (1577088000000, 131.67, 132.97, 133.52, 131.47, 47626.43829),
                  (1577102400000, 132.97, 133.26, 133.92, 132.44, 51211.55359),
                  (1577116800000, 133.22, 129.08, 134.42, 128.16, 120922.67301),
                  (1577131200000, 129.06, 127.8, 129.14, 126.0, 55041.37377),
                  (1577145600000, 127.8, 127.67, 128.53, 127.29, 36234.04195),
                  (1577160000000, 127.68, 127.15, 128.37, 126.61, 33770.72865),
                  (1577174400000, 127.17, 128.62, 129.04, 126.7, 33720.76499),
                  (1577188800000, 128.62, 127.88, 129.69, 127.08, 40009.23138),
                  (1577203200000, 127.88, 127.8, 128.52, 126.8, 39639.60512),
                  (1577217600000, 127.84, 127.75, 128.44, 127.3, 17262.72889),
                  (1577232000000, 127.7, 125.74, 127.84, 125.11, 43232.3271),
                  (1577246400000, 125.72, 125.66, 126.45, 123.07, 42223.86157),
                  (1577260800000, 125.67, 124.38, 126.12, 124.08, 33182.93001),
                  (1577275200000, 124.38, 124.42, 125.56, 123.35, 44404.7648),
                  (1577289600000, 124.42, 125.43, 125.82, 123.41, 40741.51645),
                  (1577304000000, 125.44, 125.09, 125.97, 124.91, 21219.09097),
                  (1577318400000, 125.09, 124.52, 125.43, 124.32, 17019.466),
                  (1577332800000, 124.52, 124.96, 125.08, 124.37, 19861.16426),
                  (1577347200000, 124.96, 125.14, 126.08, 124.91, 24661.11897),
                  (1577361600000, 125.15, 126.18, 126.69, 124.99, 29940.72332),
                  (1577376000000, 126.18, 128.97, 132.26, 125.55, 119777.37179),
                  (1577390400000, 128.92, 125.58, 129.59, 124.33, 63726.67663),
                  (1577404800000, 125.58, 126.45, 126.63, 125.12, 24291.22232),
                  (1577419200000, 126.47, 124.99, 126.54, 124.47, 37397.85854),
                  (1577433600000, 124.99, 123.66, 125.37, 121.91, 56238.67029),
                  (1577448000000, 123.66, 126.11, 126.6, 122.97, 65440.82683),
                  (1577462400000, 126.09, 125.35, 127.1, 124.56, 40119.50122),
                  (1577476800000, 125.35, 126.29, 126.76, 125.14, 16524.29531),
                  (1577491200000, 126.28, 127.08, 128.31, 125.84, 33053.03344),
                  (1577505600000, 127.08, 127.26, 128.59, 126.69, 36952.72514),
                  (1577520000000, 127.25, 127.34, 128.0, 126.6, 24806.14657),
                  (1577534400000, 127.31, 127.42, 128.49, 126.96, 22563.64807),
                  (1577548800000, 127.44, 129.04, 129.68, 126.84, 57033.85921),
                  (1577563200000, 129.04, 128.11, 129.27, 127.9, 22484.11034),
                  (1577577600000, 128.11, 127.94, 128.16, 127.52, 16121.34435),
                  (1577592000000, 127.97, 128.43, 128.87, 127.61, 19191.9311),
                  (1577606400000, 128.43, 129.39, 129.42, 127.99, 24854.72658),
                  (1577620800000, 129.38, 131.99, 132.44, 128.97, 79602.10923),
                  (1577635200000, 131.98, 134.85, 134.95, 131.86, 68122.10168),
                  (1577649600000, 134.85, 134.36, 138.07, 132.87, 108455.05372),
                  (1577664000000, 134.36, 134.0, 134.66, 133.14, 44829.29349),
                  (1577678400000, 134.0, 135.59, 136.24, 133.99, 49636.89),
                  (1577692800000, 135.62, 133.11, 135.62, 132.45, 80861.58595),
                  (1577707200000, 133.1, 130.63, 133.7, 130.3, 79506.02749),
                  (1577721600000, 130.64, 131.32, 131.99, 130.35, 34803.76383),
                  (1577736000000, 131.31, 131.59, 132.69, 131.05, 30709.6588),
                  (1577750400000, 131.61, 131.26, 131.96, 130.76, 25129.15648),
                  (1577764800000, 131.25, 132.2, 133.07, 131.07, 44162.78572),
                  (1577779200000, 132.17, 131.92, 132.23, 131.22, 32555.05368),
                  (1577793600000, 131.96, 129.73, 133.68, 128.9, 93106.70137),
                  (1577808000000, 129.71, 128.49, 130.51, 128.42, 51027.12357),
                  (1577822400000, 128.47, 129.16, 129.46, 128.17, 18953.16336),
                  (1577836800000, 129.16, 130.2, 130.98, 128.68, 31685.73908),
                  (1577851200000, 130.21, 130.24, 130.75, 130.11, 15457.58966),
                  (1577865600000, 130.24, 130.74, 131.87, 129.87, 27822.94195),
                  (1577880000000, 130.74, 132.08, 132.4, 130.7, 24010.28657),
                  (1577894400000, 132.08, 131.86, 133.05, 131.57, 20158.22421),
                  (1577908800000, 131.86, 130.77, 132.37, 129.74, 25635.7405),
                  (1577923200000, 130.72, 129.1, 130.78, 128.77, 38485.79425),
                  (1577937600000, 129.09, 129.26, 129.99, 128.69, 27580.21466),
                  (1577952000000, 129.23, 129.53, 130.28, 129.21, 25341.92023),
                  (1577966400000, 129.52, 129.59, 130.01, 128.9, 23157.01214),
                  (1577980800000, 129.58, 127.62, 129.78, 126.38, 85534.55202),
                  (1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                  (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                  (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                  (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                  (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                  (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                  (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                  (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                  (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                  (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                  (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                  (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                  (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                  (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                  (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                  (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                  (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                  (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                  (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                  (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                  (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                  (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                  (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                  (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                  (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                  (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                  (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                  (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                  (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                  (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                  (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                  (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                  (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                  (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                  (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                  (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                  (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                  (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                  (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                  (1578556800000, 139.91, 138.6, 140.06, 137.68, 48690.51982)]
test_candles_3 = [
                     [1562403600000, 11367, 11428.0901185, 11483.12465568, 11348, 949.187820525575],
                     [1562392800000, 11362, 11367, 11572, 11362, 2602.319174584725],
                     [1562382000000, 11386, 11362, 11594, 11312, 1627.19074266771],
                     [1562371200000, 10999, 11387, 11470, 10961, 1795.5368670586531],
                     [1562360400000, 11045.665774, 11003, 11150, 10812, 1155.226305633247],
                     [1562349600000, 11318, 11049, 11370, 10844, 3076.221143920273],
                     [1562338800000, 11380.61791296, 11318, 11422, 11088, 3132.940817302712],
                     [1562328000000, 11210.88913869, 11378, 11452, 11134, 1402.346380682886],
                     [1562317200000, 10890, 11211.90281202, 11360, 10878.04998678, 2123.007002004992],
                     [1562306400000, 11134, 10890, 11179, 10776, 2934.637299635331],
                     [1562295600000, 11138, 11134, 11228, 11035, 879.731617869718],
                     [1562284800000, 11162, 11140, 11287, 11005, 1662.046461967896],
                     [1562274000000, 11724, 11162.485686, 11777, 11055, 4665.600390221373],
                     [1562263200000, 11879, 11727, 11901.68526329, 11556.06910848, 2158.87692601947],
                     [1562252400000, 11865, 11882, 11913, 11670, 1761.642530028719],
                     [1562241600000, 11739, 11867, 11922, 11707, 2675.749337933877],
                     [1562230800000, 11785, 11738.34523642, 11793, 11503, 2934.697713493269],
                     [1562220000000, 11715, 11784, 11840, 11650, 1796.940914627471],
                     [1562209200000, 11926, 11716, 11975, 11626, 2475.633257158448],
                     [1562198400000, 11983, 11929, 12065, 11808, 1374.065373346361],
                     [1562187600000, 11388, 11982, 12025, 11310, 4986.530224261145],
                     [1562176800000, 11177.94687509, 11388, 11444, 11038, 2312.592579871229],
                     [1562166000000, 11396, 11182, 11504, 11142, 2947.056459916652],
                     [1562155200000, 11209, 11396, 11480, 11185, 2724.614426194524],
                     [1562144400000, 11051, 11208.60805936, 11421, 10955, 3279.178714307271],
                     [1562133600000, 11485, 11051, 11530, 11041, 2878.3674633145],
                     [1562122800000, 11183, 11484, 11584, 11133, 2805.465961388848],
                     [1562112000000, 10884, 11183, 11444, 10876, 6155.973009578175],
                     [1562101200000, 10731, 10885, 10910, 10629, 2399.67811891601],
                     [1562090400000, 10811.0857314, 10728, 10965, 10644, 3056.976753452222],
                     [1562079600000, 10605, 10811.0857314, 10844, 10452, 3177.016404268226],
                     [1562068800000, 10045, 10605, 10605, 9928.2, 4931.867502158344],
                     [1562058000000, 10250, 10045, 10368, 9728.2, 5282.205613672848],
                     [1562047200000, 9848.6, 10243, 10346, 9780, 3402.005324544364],
                     [1562036400000, 10311.92910432, 9851.5, 10411.96178573, 9826, 5039.036651505015],
                     [1562025600000, 10641, 10312, 10719, 10263, 1536.676599497583],
                     [1562014800000, 10556, 10640, 10698, 10484, 1881.612569983604],
                     [1562004000000, 10321, 10554, 10606, 10088, 4099.740865732814],
                     [1561993200000, 10305, 10320, 10480, 10116, 5698.555514342408],
                     [1561982400000, 11035, 10302, 11055, 10261, 5044.550821597401],
                     [1561971600000, 11172, 11040, 11199, 10910, 1122.066687633526],
                     [1561960800000, 11071, 11172, 11174, 10860, 1389.406095660739],
                     [1561950000000, 11032, 11071, 11231, 10922, 3458.473010033214],
                     [1561939200000, 10800, 11031, 11123, 10641, 2208.872931607196],
                     [1561928400000, 11432, 10809, 11449, 10668, 3717.914802542028],
                     [1561917600000, 11311, 11433, 11439, 11144, 1371.07210653592],
                     [1561906800000, 11207, 11311, 11362, 10889, 3418.135997086051],
                     [1561896000000, 11553.46497792, 11208, 11644, 10952, 4618.768214991034],
                     [1561885200000, 11819, 11551, 11889, 11465, 2192.841006421591],
                     [1561874400000, 12002, 11821.678385, 12065.99053392, 11681, 1376.733073195771],
                     [1561863600000, 12086, 11998, 12234, 11845, 1388.678700323559],
                     [1561852800000, 11921, 12086, 12193, 11920, 1021.00061902761],
                     [1561842000000, 12167, 11920, 12244, 11832, 1555.229559949087],
                     [1561831200000, 11970, 12167.35669944, 12240, 11879, 1889.611285188074],
                     [1561820400000, 11932.94490518, 11966.90225976, 12061, 11618, 2782.00671722113],
                     [1561809600000, 11958, 11927, 12153, 11836, 2354.204197751113],
                     [1561798800000, 11655, 11958, 11968, 11530, 1930.626217898409],
                     [1561788000000, 11539.90685687, 11654, 11869, 11437, 1938.160942307221],
                     [1561777200000, 11730, 11540, 11750, 11354, 3180.630174157826],
                     [1561766400000, 12337, 11733, 12338, 11500, 4798.501928555458],
                     [1561755600000, 12187, 12338, 12417, 12104, 2454.205967845282],
                     [1561744800000, 11828.792346, 12189, 12365, 11800, 4008.128746618601],
                     [1561734000000, 11733, 11832, 11995, 11719, 2174.565868111403],
                     [1561723200000, 12084, 11733, 12094, 11538, 3594.303750767086],
                     [1561712400000, 11722, 12084, 12109, 11715, 5426.956784137011],
                     [1561701600000, 11180, 11722, 11788, 11180, 5979.645314652809],
                     [1561690800000, 10997, 11177, 11222, 10799, 3335.330536474817],
                     [1561680000000, 11198, 10997, 11547, 10945, 5010.385664773864],
                     [1561669200000, 10771, 11198.92190146, 11366, 10473, 5211.596864582482],
                     [1561658400000, 10949.05774318, 10772, 11167, 10388, 5740.532094807657],
                     [1561647600000, 12013, 10949, 12027, 10613, 11548.154195473157],
                     [1561636800000, 12102, 12019, 12175, 11451, 4631.592827058909],
                     [1561626000000, 11890, 12102.87100374, 12103, 11380, 9537.517856377506],
                     [1561615200000, 12756.7531119, 11890, 12756.7531119, 11821, 5089.644855215774],
                     [1561604400000, 12689, 12754, 12950, 12500, 1365.37108541033],
                     [1561593600000, 12876, 12689, 13242, 12371, 4481.67762153678],
                     [1561582800000, 12707, 12876, 12926, 11780.2238064, 9805.892114889686],
                     [1561572000000, 13301, 12702, 13764, 11790, 15408.758981463869],
                     [1561561200000, 12582, 13302, 13407, 12582, 11996.31317262203],
                     [1561550400000, 12582, 12582, 12582, 12580, 1.36058072],
                     [1561539600000, 12581, 12580, 12581, 12580, 0.80370406],
                     [1561528800000, 12418, 12581, 12715, 12404.9597155, 3855.9725915],
                     [1561518000000, 11870, 12419, 12945, 11869.03529664, 11419.59967116],
                     [1561507200000, 11737, 11870, 11927, 11684.45046273, 2753.01239345],
                     [1561496400000, 11388, 11737, 11780, 11384, 4061.2716635],
                     [1561485600000, 11338.73316715, 11388, 11421, 11308, 937.04175629],
                     [1561474800000, 11264, 11338, 11459, 11215, 2480.17296628],
                     [1561464000000, 11397, 11264, 11425.57954146, 10802, 4063.85413597],
                     [1561453200000, 11317, 11397, 11519, 11295, 4679.85815858],
                     [1561442400000, 11341, 11317, 11436, 11264, 1636.85934972],
                     [1561431600000, 11164, 11339, 11400, 11120, 2121.2542239],
                     [1561420800000, 11069.648093, 11164.46124039, 11242, 11028, 1873.45368216],
                     [1561410000000, 10891, 11069, 11092, 10891, 816.660775],
                     [1561399200000, 11067, 10891, 11130, 10839, 1760.29687724],
                     [1561388400000, 10978.94247125, 11066.38649036, 11136, 10885, 2269.20484174],
                     [1561377600000, 10934, 10982, 10983, 10825, 755.86890052],
                     [1561366800000, 10920, 10934, 11038, 10808, 3633.31921097],
                     [1561356000000, 10812, 10920, 10921, 10709.8498405, 1017.03283496],
                     [1561345200000, 10685.08433341, 10811, 10855, 10654, 592.68598133],
                     [1561334400000, 10909, 10686, 10922, 10560, 3557.55508325],
                     [1561323600000, 11129, 10913, 11369, 10801, 5744.1450223],
                     [1561312800000, 10828, 11129, 11206, 10806, 5190.61662198],
                     [1561302000000, 10812, 10828, 10849, 10748, 1163.10489544],
                     [1561291200000, 10666, 10811, 10846, 10666, 1459.49269526],
                     [1561280400000, 10741, 10666, 10760, 10572, 1099.0750571],
                     [1561269600000, 10830.22332219, 10741, 10868, 10695, 1062.72755374],
                     [1561258800000, 10776, 10829.53958878, 10835, 10687, 932.4111739],
                     [1561248000000, 10744, 10776, 10985, 10717.97708673, 1938.36662885],
                     [1561237200000, 10697, 10744, 10825, 10425, 2590.64896627],
                     [1561226400000, 10766, 10697, 10860, 10528, 2478.60211768],
                     [1561215600000, 10788.85745064, 10766, 11049, 10627, 3837.45316833],
                     [1561204800000, 10860, 10786.92020597, 11232, 10346, 10394.15266449],
                     [1561194000000, 10829, 10860, 10976, 10763, 3504.56267901],
                     [1561183200000, 10751, 10828, 10850, 10664, 2035.86377172],
                     [1561172400000, 10740.8821561, 10751, 10949, 10556, 4459.03550151],
                     [1561161600000, 10223, 10740, 10875, 10080, 7377.14422711],
                     [1561150800000, 9941.3, 10213.03996049, 10250, 9886.27746896, 7587.67626093],
                     [1561140000000, 9904.5, 9940, 9944, 9843.2, 1513.74972379],
                     [1561129200000, 9818.8, 9907, 9925, 9775.3, 1587.7923682],
                     [1561118400000, 9845, 9818.8, 9923.5, 9660.5, 3730.63417439],
                     [1561107600000, 9756.7, 9845, 9860, 9708.12118198, 2218.43443365],
                     [1561096800000, 9766.9, 9750, 9781.6, 9680, 778.51291972],
                     [1561086000000, 9723.2, 9766.80351865, 9804.5, 9673.2, 1389.92996709],
                     [1561075200000, 9557.2, 9723.5, 9820, 9557.2, 3490.89492746],
                     [1561064400000, 9578.2, 9557.1, 9620.9, 9482.1, 1425.82545351],
                     [1561053600000, 9381.2, 9578.1, 9624, 9364.79784915, 2992.51373414],
                     [1561042800000, 9397.2, 9380.1, 9460, 9328.8, 1991.43603554],
                     [1561032000000, 9306.1, 9397.2, 9397.2, 9277.7, 1565.41241252],
                     [1561021200000, 9251.03297724, 9306, 9320, 9241, 424.61562829],
                     [1561010400000, 9313.77797214, 9251.1, 9368.2, 9243, 711.79869448],
                     [1560999600000, 9359.92643422, 9313.77797214, 9386, 9301.5, 850.75570931],
                     [1560988800000, 9305.9, 9359.8, 9377, 9277, 630.51277987],
                     [1560978000000, 9194, 9305.9, 9340, 9166, 1215.31819077],
                     [1560967200000, 9163.72150371, 9194.1, 9211, 9125, 1079.49671253],
                     [1560956400000, 9088.5, 9163.8, 9188, 9080, 520.01256448],
                     [1560945600000, 9154.55635464, 9095, 9174.96776079, 9066, 677.80058403],
                     [1560934800000, 9180.92657032, 9154.5, 9181, 9094, 664.86374889],
                     [1560924000000, 9191.1, 9181, 9222, 9145, 296.56341885],
                     [1560913200000, 9169.2, 9191.1, 9235.1, 9151, 401.95367036],
                     [1560902400000, 9094.4, 9169.2, 9198, 9062, 909.52485898],
                     [1560891600000, 9144, 9095, 9144.2, 8945, 1424.38018754],
                     [1560880800000, 9059.9, 9144.1, 9163.6, 9033, 858.8857043],
                     [1560870000000, 9118, 9059.8, 9148.5, 8956.2, 1946.365783],
                     [1560859200000, 9184.96141999, 9118, 9207, 9101.8, 1628.20982084],
                     [1560848400000, 9191.8, 9185, 9272, 9167.2, 1012.45731322],
                     [1560837600000, 9178.11207467, 9192.2, 9217.4, 9051.9, 1187.3371656],
                     [1560826800000, 9249.96459174, 9174.9, 9303, 9136, 1391.50418386],
                     [1560816000000, 9352.5, 9249.99999985, 9376.8, 9233.22676528, 1149.47762475],
                     [1560805200000, 9300, 9354.3, 9490, 9236.8, 2590.43675137],
                     [1560794400000, 9270.4, 9300, 9384.5, 9200, 1539.59105223],
                     [1560783600000, 9409, 9270.5, 9409.1, 9114.2, 2433.89261473],
                     [1560772800000, 9306, 9409.1, 9420, 9250, 2992.58789282],
                     [1560762000000, 9198.51503524, 9306, 9340, 9141.3, 1743.24550735],
                     [1560751200000, 9170.91639425, 9198.5, 9217.2, 9105.9, 624.20235164],
                     [1560740400000, 9090.6, 9171, 9247.7, 9088.8, 834.82482338],
                     [1560729600000, 8985.9, 9090.6, 9190.6, 8985.9, 1409.68433006],
                     [1560718800000, 8968.1, 8985.9, 9096, 8965.8, 1171.35041199],
                     [1560708000000, 9081.3, 8968.1, 9123.93822375, 8865.6, 2702.6185425099998],
                     [1560697200000, 9264.7, 9090.8, 9284.4, 9016.5, 1840.75628239],
                     [1560686400000, 9155.1, 9267.2, 9318, 9072.6, 2123.6529948],
                     [1560675600000, 9056.3, 9155.1, 9158, 9000, 1976.85179773],
                     [1560664800000, 9324, 9056.2, 9395.5, 8978.8, 5481.51973889],
                     [1560654000000, 8970, 9324, 9324, 8969.4, 3317.000399],
                     [1560643200000, 8856, 8970, 9024, 8801, 2296.12739949],
                     [1560632400000, 8791.85956037, 8856, 8888, 8756, 1497.52034601],
                     [1560621600000, 8827.0328421, 8791.9, 8876.2, 8771.9, 1152.45980532],
                     [1560610800000, 8699.9, 8827.1, 8930, 8699.9, 2889.86977815],
                     [1560600000000, 8672.9, 8699.5, 8723.7, 8624.3, 476.80153639],
                     [1560589200000, 8692, 8672.8, 8693.5, 8636.1, 576.16452951],
                     [1560578400000, 8694.1, 8692, 8750, 8643.4, 1454.10797745],
                     [1560567600000, 8653.30155281, 8694.1, 8699, 8625.7, 540.4370727],
                     [1560556800000, 8689.1, 8653.30155281, 8710.6, 8607.2, 812.5869513600001],
                     [1560546000000, 8444.9725485, 8689.1, 8719.9, 8444.9, 3707.56642858],
                     [1560535200000, 8392.4, 8445, 8454.2, 8390, 598.84352295],
                     [1560524400000, 8386.8, 8392.4, 8445, 8346.9, 833.000298],
                     [1560513600000, 8281.4, 8386.76330554, 8442, 8269.8, 2791.87545873],
                     [1560502800000, 8310, 8281.4, 8319.9, 8249.8, 1519.14556518],
                     [1560492000000, 8222.7, 8310.1, 8320, 8193.6, 1182.0908753],
                     [1560481200000, 8196.4, 8223.1, 8248, 8191, 245.54856271],
                     [1560470400000, 8227.4, 8196.6, 8291.97310833, 8161.7, 1835.56781182],
                     [1560459600000, 8267.5, 8227.4, 8333, 8206.2, 1856.33025219],
                     [1560448800000, 8187.96113717, 8268, 8295, 8187, 1126.19476719],
                     [1560438000000, 8164.7, 8188, 8275, 8155.6, 2232.7477056],
                     [1560427200000, 8120.9, 8164.7250355, 8200, 8026, 1485.6557036],
                     [1560416400000, 8133.7, 8120.87855842, 8133.7, 8069, 786.06589641],
                     [1560405600000, 8130.62706042, 8130.6, 8149.1, 8079.6, 477.29551352],
                     [1560394800000, 8101.9323913, 8130.62706042, 8158.8, 8064.2, 293.90887269],
                     [1560384000000, 8174.1, 8101.9323913, 8200, 8101.9, 631.41798492],
                     [1560373200000, 8111.9, 8174, 8179.5, 8111.8222381, 457.5459119],
                     [1560362400000, 8159.2, 8111.8222381, 8172.1, 8096.63820494, 645.98352463],
                     [1560351600000, 8014.9, 8159.1, 8250, 8014.9, 3615.05538556],
                     [1560340800000, 8004.8, 8014.8, 8055, 7937, 951.15843756],
                     [1560330000000, 7978.32360342, 8004.8671627, 8073, 7923, 740.92508199],
                     [1560319200000, 7963.9, 7978.4, 8017.3, 7946.3, 314.25929619],
                     [1560308400000, 8024, 7963, 8078.3, 7940.2300023, 501.09089631],
                     [1560297600000, 7905.4, 8024.1, 8100, 7821, 1918.92599417],
                     [1560286800000, 7915.3, 7905.5, 7941, 7886.1, 982.50484591],
                     [1560276000000, 7879.9, 7915.2, 7981.5, 7853.6, 1163.50969652],
                     [1560265200000, 7788.1, 7879.8, 7923.94256037, 7711, 1033.92700732],
                     [1560254400000, 7782.5, 7788.1, 7828.2, 7756.3, 507.47645519],
                     [1560243600000, 7951.7, 7782.6, 7967.7, 7727.9, 1742.41389609],
                     [1560232800000, 7946.9, 7951.7, 7957.2, 7904.6, 366.98591641],
                     [1560222000000, 7944.9, 7948.4, 7965, 7927.1, 167.50711012],
                     [1560211200000, 8018.7544992, 7944.7, 8049, 7935.1, 562.52124086],
                     [1560200400000, 7937.3, 8018.8, 8020, 7911, 497.37497684],
                     [1560189600000, 7926.38149584, 7937.3, 8014.2, 7891.8, 756.32725154],
                     [1560178800000, 7945.6, 7926.38149584, 7988, 7880.3, 656.58111288],
                     [1560168000000, 7936.8, 7943.1, 8048.1, 7911.1, 2100.90132574],
                     [1560157200000, 7718.23604074, 7936.8, 8011.4, 7620.8, 2674.76442242],
                     [1560146400000, 7622, 7718.2, 7759.4, 7621.91433221, 1100.97891402],
                     [1560135600000, 7634.4, 7622, 7683, 7611.3, 512.4123752],
                     [1560124800000, 7633.3, 7637.6, 7658.8, 7513.2, 604.50335295],
                     [1560114000000, 7703.5, 7633.3, 7731.5, 7497.9, 1935.0888536],
                     [1560103200000, 7658.8, 7702.96451141, 7755, 7647, 411.01216958],
                     [1560092400000, 7791, 7658.9, 7804.4, 7585.3, 1434.55980053],
                     [1560081600000, 7879.1, 7790.5, 7879.1, 7711, 1888.2430485],
                     [1560070800000, 7913.7, 7876, 7922.8, 7864.4, 462.81107155],
                     [1560060000000, 7895, 7919.3, 7936.5, 7855.2, 358.52812728],
                     [1560049200000, 7867, 7895.06813426, 7897.1, 7852.31058026, 122.78821057],
                     [1560038400000, 7924, 7867, 7963.3, 7851.5, 217.10814235],
                     [1560027600000, 7874.9, 7924, 7965.6, 7869.1, 664.22710901],
                     [1560016800000, 7844.3, 7874.9, 7875, 7805.5, 563.6421692],
                     [1560006000000, 7923.64882471, 7844.4, 7949.9, 7800.1, 1431.84203804],
                     [1559995200000, 7991.81143985, 7923.7, 8000.9, 7892.7, 304.72467173],
                     [1559984400000, 7968.22649532, 7991.81143985, 8028.9, 7948, 301.51657233],
                     [1559973600000, 7938.5, 7968.3, 7987.7, 7870, 582.49233564],
                     [1559962800000, 7968.9908947, 7938.5, 7998.7, 7924.8, 569.70297154],
                     [1559952000000, 7999.9, 7968.1, 8068, 7939.5, 354.16460158],
                     [1559941200000, 7888, 7999.4, 8049, 7850.2, 1453.82053472],
                     [1559930400000, 8087.9, 7885.6, 8115.1, 7850, 2936.70349915],
                     [1559919600000, 7933.55635661, 8088, 8150, 7933.55635661, 3143.30054701],
                     [1559908800000, 7919.9, 7933.6, 7982, 7919.9, 1194.29105416],
                     [1559898000000, 7983, 7920, 8010.2, 7914.4, 687.63815065],
                     [1559887200000, 7813.9, 7983.1, 8018, 7813.9, 2328.80942122],
                     [1559876400000, 7800, 7813.9, 7858.3, 7784, 926.41530374],
                     [1559865600000, 7815.3, 7800, 7849, 7762.9, 785.9373188],
                     [1559854800000, 7690.7, 7824.7, 7835.9, 7685, 927.15460743],
                     [1559844000000, 7645.2, 7691.1, 7721.4, 7455, 2619.91332007],
                     [1559833200000, 7693.9, 7645, 7729, 7637, 664.7189812]][::-1]
test_candles_4 = [
                     [1565179200000, 228.11, 229.43, 231.44, 227.46, 10322.25893937],
                     [1565168400000, 225.76781857, 228.11, 228.71, 224.73, 3035.48841445],
                     [1565157600000, 226.94, 225.77, 226.98, 223.6, 3389.75886626],
                     [1565146800000, 226.95626536, 226.79683795, 228.27, 226, 7979.4369320900005],
                     [1565136000000, 225.88, 226.95, 227.27119816, 224.16, 2312.6180611199998],
                     [1565125200000, 226.31, 226, 226.88, 223.05, 11641.25526211],
                     [1565114400000, 228.8728035, 226.33, 230.43, 225.32, 6320.29506564],
                     [1565103600000, 229.7, 228.88014121, 231.01, 228, 12491.66546292],
                     [1565092800000, 230.12, 229.69, 231.25, 226.37664349, 11103.2635549],
                     [1565082000000, 233.7, 230.32, 240, 229, 51055.09061465],
                     [1565071200000, 229.83, 233.7, 235.52, 229.83, 6926.25517105],
                     [1565060400000, 229.34, 229.82, 229.86, 228.21, 1965.77343218],
                     [1565049600000, 233.6241024, 229.29, 233.6241024, 227.55, 17849.67343265],
                     [1565038800000, 232, 233.6241024, 234.33, 231.48, 25918.92151777],
                     [1565028000000, 233.4, 232.01, 234.32, 232, 8137.2018969],
                     [1565017200000, 231.22, 233.6, 236.40770564, 230, 15353.53933485],
                     [1565006400000, 233.9485083, 231.22, 234.45, 231.12932616, 24378.54403795],
                     [1564995600000, 229.02805257, 233.94, 237.31, 229, 33177.98838694],
                     [1564984800000, 228.10137793, 229, 229.91, 227.88361968, 7732.42263232],
                     [1564974000000, 229.7, 228.1, 230.63, 227.87, 7344.93145441],
                     [1564963200000, 222.45, 229.7, 230.97, 222.18, 31848.51188661],
                     [1564952400000, 221.51, 222.41, 223.65, 220.05, 3668.53080276],
                     [1564941600000, 220.33, 221.25, 222, 220.33, 2802.10216727],
                     [1564930800000, 221.1, 220.29, 222.2, 220.07, 5464.00060367],
                     [1564920000000, 218.93, 221.02, 221.35, 218.5109722, 2539.70043487],
                     [1564909200000, 218.88, 218.71, 219.68, 218.11, 3145.34024919],
                     [1564898400000, 218.67, 218.78, 219.37, 218.15, 3586.21927404],
                     [1564887600000, 221.21, 218.68, 221.21, 217.22, 8412.86000856],
                     [1564876800000, 222, 221.28, 223.75, 220.43, 4195.90553272],
                     [1564866000000, 222.23, 222, 222.23569766, 221.01, 3600.20327142],
                     [1564855200000, 222.36, 222.22345929, 223.3, 221.38, 2353.44748391],
                     [1564844400000, 223, 222.53, 223.13, 218.63, 5743.78222514],
                     [1564833600000, 223.02, 222.97, 223.58, 221.38, 4064.23126339],
                     [1564822800000, 222.14, 223.02, 223.29, 221.78, 4707.39515783],
                     [1564812000000, 222.38, 222.21, 223.44770833, 222.16, 4831.21587734],
                     [1564801200000, 223.43, 222.27, 223.44, 221.83, 3867.32595816],
                     [1564790400000, 217.6, 223.42, 225.69, 216.66, 16654.88550454],
                     [1564779600000, 215.61, 217.56, 217.84, 215.1, 3813.88361253],
                     [1564768800000, 217.11, 215.7, 217.89, 215, 3358.08704586],
                     [1564758000000, 220.68, 217.11, 221.02, 215.41, 14189.08796732],
                     [1564747200000, 219.24, 220.53, 220.53, 219.21, 2590.28453111],
                     [1564736400000, 220.2104331, 219.23, 220.6, 219.07, 4711.39259375],
                     [1564725600000, 216.91, 220.19, 222.85, 216.58, 18122.08682302],
                     [1564714800000, 216.81, 216.76, 216.81, 216.07, 1696.07721529],
                     [1564704000000, 217.56, 216.8, 217.96, 215.86, 3755.29492247],
                     [1564693200000, 217.73, 217.56, 218, 217, 9111.14113877],
                     [1564682400000, 215.02, 217.7, 218, 215.01, 6872.98464323],
                     [1564671600000, 213.24, 215.01, 215.02, 212.96, 2885.58848423],
                     [1564660800000, 212.7, 213.16, 214.5, 212.69, 4552.52833643],
                     [1564650000000, 213.05, 212.86, 213.06, 212.51, 403.72987271],
                     [1564639200000, 213.19, 213.1, 213.99222342, 212.16, 2626.10821298],
                     [1564628400000, 214.6, 213.23, 214.74700737, 212.65, 4067.98313124],
                     [1564617600000, 218.74, 214.53, 219.5, 210.85, 12822.38183013],
                     [1564606800000, 215.5, 218.76, 219.29, 215.39, 4664.28028602],
                     [1564596000000, 216.18, 215.5, 216.81, 215.04, 7332.14867606],
                     [1564585200000, 216, 216.18, 218, 215.27, 12283.10796038],
                     [1564574400000, 212.93, 216, 217.9, 212.92, 16284.19218667],
                     [1564563600000, 212.43, 212.84, 213.58, 212.12, 3029.14967648],
                     [1564552800000, 212.17032214, 212.42, 213.63, 211.83, 5010.92706586],
                     [1564542000000, 211.81, 212.17631899, 213.85, 211.14, 4702.9380906999995],
                     [1564531200000, 209.74, 211.8, 213.19, 209.7, 5434.55605823],
                     [1564520400000, 209.26, 209.74, 211.42, 208.75492244, 2254.81053419],
                     [1564509600000, 211.47, 209.3, 212.15, 208.57, 4988.54280463],
                     [1564498800000, 209.55, 211.53, 215, 209.55, 15435.86508095],
                     [1564488000000, 209.08, 209.57, 209.84, 208.62, 3985.19929923],
                     [1564477200000, 207.71, 209.07, 209.97, 207.43, 3810.14064464],
                     [1564466400000, 206.91, 207.79, 208.43, 206.91, 2400.02215843],
                     [1564455600000, 206.06346609, 206.9, 207, 205.65, 1591.67453426],
                     [1564444800000, 210.81, 206.1, 211.5, 203.47, 12711.94135003],
                     [1564434000000, 211.4, 210.8, 212.25, 209.51, 3222.4245254400003],
                     [1564423200000, 209.89, 211.4, 211.65, 208.79, 2614.10608547],
                     [1564412400000, 208.69, 209.66, 212.83561865, 206.53870248, 8437.55407753],
                     [1564401600000, 208.21, 208.74, 211.1, 208.05, 5227.3477039],
                     [1564390800000, 211.09, 208.17, 211.39, 206.09, 6469.25421181],
                     [1564380000000, 211.57, 211.08, 212.72, 210.6, 3530.481525],
                     [1564369200000, 212.95, 211.51, 213.65, 211.5, 3527.21238012],
                     [1564358400000, 211.22, 212.91, 215.04, 208.59, 9615.34601837],
                     [1564347600000, 207.82, 210.92, 213.35, 197.7, 42734.01200806],
                     [1564336800000, 208.34, 207.94, 208.66, 207.13, 3229.49617843],
                     [1564326000000, 207.72, 208.33, 208.98, 207.11, 2092.64750609],
                     [1564315200000, 209.53, 207.66, 209.63, 207.65, 2516.79491707],
                     [1564304400000, 209.34, 209.55, 210.4, 207.5, 3591.40670103],
                     [1564293600000, 209.61, 209.22, 210.91, 208.05743273, 3232.71897281],
                     [1564282800000, 206.64347518, 209.61, 211.5, 206.6, 5167.41227065],
                     [1564272000000, 207.2, 206.64, 207.75644952, 205.91, 4470.38548005],
                     [1564261200000, 207.91, 207.07, 208.93, 205.51, 11678.23606194],
                     [1564250400000, 208, 207.9, 208.81, 206.61, 4875.03091641],
                     [1564239600000, 205.4, 207.93, 208.79, 203.45350433, 7878.30714644],
                     [1564228800000, 207.2, 205.41, 207.3, 202.2, 19141.07994698],
                     [1564218000000, 220.62, 207.16, 220.79, 204.84, 40220.06569079],
                     [1564207200000, 220.7, 220.68, 222.63, 220.16364569, 8191.64408537],
                     [1564196400000, 222.95, 220.69, 223.51, 220.53, 6410.46496391],
                     [1564185600000, 219.02, 222.94, 223.62, 218.97, 13342.81096167],
                     [1564174800000, 218.4, 219.06, 220.13, 216.58739794, 6980.16956594],
                     [1564164000000, 218.94, 218.33337043, 220.47, 218.23, 5848.09239214],
                     [1564153200000, 215.84, 218.94, 220, 215.35, 9079.66525272],
                     [1564142400000, 217.3, 215.6, 217.8, 214.3, 5215.67990319],
                     [1564131600000, 217.51, 217.3311981, 218.52262305, 216.03, 3908.56086204],
                     [1564120800000, 215.48, 217.51, 217.51, 213.4, 4678.95798484],
                     [1564110000000, 214.91, 215.52, 215.75, 213.69, 2535.76852517],
                     [1564099200000, 219.4, 214.92, 219.46, 212.91, 14296.70630542],
                     [1564088400000, 218.59, 219.44, 220.93252729, 217.85, 9145.88174974],
                     [1564077600000, 221.83, 218.59, 221.97, 216.42, 8403.66535171],
                     [1564066800000, 221.02660518, 221.76, 223.49, 219.99, 6371.65522011],
                     [1564056000000, 222.92, 221.02660518, 224.85, 219.01, 15283.32106785],
                     [1564045200000, 222.06, 222.92, 223.81249165, 221.72, 5168.67983889],
                     [1564034400000, 221.49, 222.04, 223, 220.56, 5303.84248466],
                     [1564023600000, 222.83656608, 221.64, 224.75, 220.5, 6404.11273894],
                     [1564012800000, 216.65, 222.83656608, 225.66, 215.61277248, 19210.09796771],
                     [1564002000000, 215.46, 216.7, 218.60724655, 214.59, 12435.06421859],
                     [1563991200000, 211.01, 215.55, 215.9, 209.45, 5930.20846216],
                     [1563980400000, 213.90360871, 211.06, 216.62, 208.12, 23475.73420527],
                     [1563969600000, 207.34, 213.9, 214.74, 206.77, 12189.90782715],
                     [1563958800000, 207.6, 207.27, 208.5, 205.33, 5772.69169448],
                     [1563948000000, 205.51, 207.59, 208, 205.2, 7850.4644635800005],
                     [1563937200000, 205.09339657, 205.62, 206.42, 202.57, 14596.64893239],
                     [1563926400000, 212.21194507, 205.17, 212.37, 201.11, 47243.31767006],
                     [1563915600000, 217.8, 212.34, 218.04, 211.291006, 7370.40020806],
                     [1563904800000, 212.2, 217.79, 219.39, 212.2, 15782.91016566],
                     [1563894000000, 211.61, 212.22, 214.07, 208.89, 14045.42964417],
                     [1563883200000, 212.51, 211.73, 213.61, 208.5, 12448.67052024],
                     [1563872400000, 210.19, 212.5, 213.37280895, 208.74, 12555.78058274],
                     [1563861600000, 214.41, 210.12, 214.91, 210.01, 16784.955647],
                     [1563850800000, 216.88, 214.39, 217.19968785, 213.08, 3157.6267927],
                     [1563840000000, 217.28, 216.97, 217.38, 214.16, 5617.4365711],
                     [1563829200000, 217.95, 217.38, 218, 214.77, 7304.61571543],
                     [1563818400000, 216.00886792, 217.92, 218, 211.78, 14653.85812925],
                     [1563807600000, 215.3, 216.15, 217.01, 212.69, 16243.83746482],
                     [1563796800000, 223.17, 215.45, 223.19, 213.82, 19098.85996516],
                     [1563786000000, 223.64404338, 223.2, 223.82, 218.84, 11018.32576438],
                     [1563775200000, 224.79, 223.46, 225.86, 223.35, 7457.0146748],
                     [1563764400000, 226.46, 224.83, 226.6, 222.7, 7966.60892072],
                     [1563753600000, 225.18, 226.45317464, 228, 223.45, 6500.0427603299995],
                     [1563742800000, 222.96244026, 225.04, 226.75, 222.54, 10298.64184802],
                     [1563732000000, 218.93, 223.35, 223.35, 218.1, 8135.78825446],
                     [1563721200000, 220.93, 218.93, 223.34, 216.45, 16600.16375585],
                     [1563710400000, 225.38, 221.06, 225.38, 219.83740098, 15386.80727177],
                     [1563699600000, 226.91657446, 225.45, 228.41, 224.06, 6172.9830535],
                     [1563688800000, 224.73, 226.91657446, 226.98397542, 223.65, 9355.04309913],
                     [1563678000000, 225.17, 224.82, 227.65, 222.15, 10279.29556131],
                     [1563667200000, 228.3, 225.17, 229.51, 224.74, 7326.17417592],
                     [1563656400000, 231.54312527, 228.44, 234.5, 225.12, 13725.66839812],
                     [1563645600000, 232.19, 231.46, 232.98197322, 230.87, 6830.84037353],
                     [1563634800000, 226.4, 232.2, 235.27, 226.02, 29149.44741807],
                     [1563624000000, 225.2203172, 226.37, 227.78, 223.53, 6918.90278765],
                     [1563613200000, 225.4, 225.12165375, 227.45, 222.83, 6993.61763228],
                     [1563602400000, 227.11, 225.36, 228.25, 224.41, 4925.20554605],
                     [1563591600000, 225.46, 226.95, 228.8, 225.45, 11638.4980632],
                     [1563580800000, 221.15, 225.41, 226.17, 219.72713873, 7592.83757802],
                     [1563570000000, 220.28, 221.16, 222.38, 219.15, 2393.20937313],
                     [1563559200000, 217.99, 220.15, 220.34465133, 217.52, 2910.32317752],
                     [1563548400000, 217.27, 218.06, 219.84, 216.2, 4265.85243754],
                     [1563537600000, 216.61, 217.24, 222.78, 213.19, 20344.05007518],
                     [1563526800000, 218.39, 216.54, 219.91, 215.74, 8098.86527391],
                     [1563516000000, 221.77, 218.43, 226.34, 215.16, 27293.05958227],
                     [1563505200000, 223.36, 221.77, 224.09, 219.31, 3838.48393014],
                     [1563494400000, 225.82, 223.38, 226.17673805, 221.01, 10856.2218048],
                     [1563483600000, 224.41, 225.74, 229.1, 222.53, 11776.64379901],
                     [1563472800000, 223.99, 224.21, 225.62, 222.34073256, 12752.71612122],
                     [1563462000000, 223.91, 223.9, 226.49, 220.91013134, 29634.69744199],
                     [1563451200000, 215.15, 223.97, 225, 205.61175816, 58604.84339027],
                     [1563440400000, 213.32, 215.3, 218.16, 212.64, 10519.37807425],
                     [1563429600000, 217.56, 213.24, 221.82, 213.1, 17902.83043735],
                     [1563418800000, 213.13, 217.54, 219.02, 210, 13866.38201998],
                     [1563408000000, 211.12544722, 213.13, 214.31, 206.61617064, 13902.56658422],
                     [1563397200000, 212.53, 211.06, 217.56, 209.39, 14091.281509],
                     [1563386400000, 215.77, 212.355192, 217.38, 209, 20321.39697236],
                     [1563375600000, 212.48, 215.45, 219.46880776, 210.0378214, 44834.25210745],
                     [1563364800000, 196.17, 212.47, 213.24, 193.84, 40427.72981698],
                     [1563354000000, 203.46, 195.96, 204.22, 191.6, 33073.97219254],
                     [1563343200000, 201.71, 203.48, 205.39, 199.54, 17310.78027006],
                     [1563332400000, 196.56, 201.72, 201.99, 196.36, 17871.23370058],
                     [1563321600000, 198.67, 196.56, 203.22, 194, 20270.35948423],
                     [1563310800000, 202.35, 198.57, 206.57, 195.27365329, 23308.43857435],
                     [1563300000000, 198.75, 202.36, 207.62, 196.77178276, 42378.80752385],
                     [1563289200000, 216.5, 198.74, 222.25, 191, 175840.39332963],
                     [1563278400000, 223.46, 216.5, 224.0424498, 211.75488018, 37271.36832732],
                     [1563267600000, 227.5, 223.56534195, 228.58, 220.6, 11478.73492196],
                     [1563256800000, 227.84, 227.51, 228.47, 222.23, 12400.01309093],
                     [1563246000000, 227.92, 228.01, 229.42, 224.64722863, 6972.53635691],
                     [1563235200000, 227.59, 227.9, 233.79, 226.57, 6183.36293921],
                     [1563224400000, 230.85, 227.71011669, 234.32, 226.85, 48290.70606951],
                     [1563213600000, 226.52, 230.44, 234.77, 223, 31775.57770792],
                     [1563202800000, 229.67, 226.54, 233.79, 226.54, 21675.97054827],
                     [1563192000000, 226.75, 229.66, 231.24, 220.25, 21267.02070597],
                     [1563181200000, 223.6, 226.75, 228.64, 221.59, 14245.31042772],
                     [1563170400000, 221.5, 223.69, 227.81, 218.05, 19558.58216315],
                     [1563159600000, 217.83, 221.49, 225.24, 216.6, 27216.23625298],
                     [1563148800000, 225.99, 217.85, 227, 202.81, 106939.24423858],
                     [1563138000000, 237.12, 226.19, 240.05, 222.58, 24981.26949572],
                     [1563127200000, 237.95, 237.13, 238.69898908, 231.88, 27265.66187528],
                     [1563116400000, 237.38, 237.97, 239.5, 229.2, 31962.47785729],
                     [1563105600000, 242.54, 237.53, 243.14, 235.05, 29636.81485101],
                     [1563094800000, 263.46176624, 242.59, 264.52, 237.59079378, 82296.18938389],
                     [1563084000000, 265.56, 263.46, 267.06248187, 263.46, 12819.5155758],
                     [1563073200000, 267.63, 265.54, 268.11, 264.36, 4685.45521277],
                     [1563062400000, 268.07, 267.63, 268.59, 266.32, 3190.8440675],
                     [1563051600000, 264.05, 268.07, 268.86, 260.69, 14989.90412692],
                     [1563040800000, 268.38, 264.05, 268.38, 262, 12988.11332321],
                     [1563030000000, 268.3, 268.38, 271.23, 267.45, 1981.71758301],
                     [1563019200000, 266.28, 268.52, 271.28, 265.3, 5767.13063469],
                     [1563008400000, 270.23, 266.29, 271.29, 264.43, 10068.46614986],
                     [1562997600000, 271.49, 270.19, 271.53, 268.21, 6337.04827588],
                     [1562986800000, 273.12, 271.46, 273.12, 270.27, 3233.64101227],
                     [1562976000000, 274.87, 273.2, 274.97, 272.69, 2723.08914799],
                     [1562965200000, 276.53080785, 274.73, 276.73, 273.68, 3479.37740223],
                     [1562954400000, 273.93, 276.25069102, 277.8, 272.11, 3435.91809673],
                     [1562943600000, 272.17, 273.89, 274.97, 269.69, 6645.46995735],
                     [1562932800000, 275.9, 272.37, 276.12, 270.58, 4572.66794096],
                     [1562922000000, 274.44928271, 276.01, 279.02, 274.44928271, 6967.58305748],
                     [1562911200000, 269.76, 274.44, 276, 269.4, 5652.575413],
                     [1562900400000, 271.63, 270, 271.73013242, 266.5, 5318.93862001],
                     [1562889600000, 268.54, 271.49, 274.31, 266.28, 5975.80857901],
                     [1562878800000, 266.48, 268.38, 269.98, 264.61, 12116.52745171],
                     [1562868000000, 273.13, 266.71, 274.07, 263.15, 16719.84487342],
                     [1562857200000, 271.78, 273.16, 275.75, 266, 14666.27939577],
                     [1562846400000, 272.75, 271.75, 273.98, 270.8, 1268.848163578779],
                     [1562835600000, 270.76, 273, 273.43, 267.16722571, 12306.863138998015],
                     [1562824800000, 269.69857208, 270.23, 273.7, 268.45, 19084.285135426464],
                     [1562814000000, 286.4, 269.7, 286.91, 261.1, 53586.351247172],
                     [1562803200000, 288.72, 286.4, 288.72, 281, 17810.28209137133],
                     [1562792400000, 287.2289761, 288.7123753, 289.98, 283.44, 10880.603371637902],
                     [1562781600000, 287.88, 287.8, 289.9, 283, 15062.732135015005],
                     [1562770800000, 292.42, 287.88, 292.42, 278.86, 49262.53112857156],
                     [1562760000000, 308.24, 292.56, 310.79, 292.42358636, 29142.793120411243],
                     [1562749200000, 310, 308.26, 311.13055179, 307.69, 8081.112151232711],
                     [1562738400000, 311.1, 310.01, 311.24, 307, 10661.93451852414],
                     [1562727600000, 313.87744005, 311.01, 314.95, 309.57, 7483.366878514675],
                     [1562716800000, 307.84, 313.84, 316.5, 306.83576651, 15293.823985539126],
                     [1562706000000, 304.32, 307.86, 309.5, 303.6, 9604.960605212886],
                     [1562695200000, 310.16, 304.49, 311.18, 302.69, 16405.788719151435],
                     [1562684400000, 308.61, 310.15, 311.39, 307.2, 10815.26491171646],
                     [1562673600000, 311.23, 308.61, 312.95, 308.1, 3944.682631296568],
                     [1562662800000, 313.12, 311.36, 315.01, 309.2, 14672.3076291173],
                     [1562652000000, 315.44, 313.11, 318, 308.12, 18231.82508306494],
                     [1562641200000, 316.2, 315.45, 317.08, 313.81, 9469.181090588943],
                     [1562630400000, 313.44, 316.2, 318.3, 311, 12055.018792816256],
                     [1562619600000, 310.71, 313.39, 315.27, 310.7, 26763.224030041896],
                     [1562608800000, 307.98, 310.72, 313.14, 306.13, 18996.362915640915]][::-1]
# doji
test_candles_5 = [
                     [1565413200000, 211.81, 211.99, 212.81, 211.7, 1275.89863985],
                     [1565409600000, 212.29, 211.76, 212.45, 211.63, 1081.49696172],
                     [1565406000000, 211.17, 212.14, 212.91, 211.16333215, 1122.9070402],
                     [1565402400000, 213.65, 211.21, 213.95, 210.97, 2870.02141534],
                     [1565398800000, 213.78741824, 213.55, 214.28, 212.66, 973.71674692],
                     [1565395200000, 210.82, 213.79, 215, 210.82, 3950.54271707],
                     [1565391600000, 209.4155261, 210.8, 211.26, 209.4, 695.4391732],
                     [1565388000000, 210.99584209, 209.35874828, 211.46899059, 209.28, 1250.44447392],
                     [1565384400000, 210.05, 210.95, 211.24, 209.6, 2561.14560264],
                     [1565380800000, 210, 210.06, 211.1, 209.84, 2011.3443666],
                     [1565377200000, 208.2, 210, 210.20664306, 208.10852371, 1446.95450718]
                 ][:: -1]
# inverted hammer
test_candles_6 = [
                     [1563602400000, 227.11, 227, 227.37714801, 226.28, 1354.10433166],
                     [1563598800000, 227.97, 226.95, 228.12, 225.75, 1605.50303734],
                     [1563595200000, 226.99, 227.92, 228.58, 226.28, 3492.67607223],
                     [1563591600000, 225.46, 226.9, 228.8, 225.45, 6540.31895363],
                     [1563588000000, 220.9, 225.41, 226.17, 220.9, 3304.9263300000002],
                     [1563584400000, 221.23, 220.9, 221.88, 219.72713873, 1777.71401012],
                     [1563580800000, 221.15, 221.29, 223.64762777, 220.62, 2510.1972379],
                     [1563577200000, 220.1548475, 221.16, 221.5918987, 220.11, 884.84261139],
                     [1563573600000, 221.2, 219.89, 222.38, 219.15, 1106.29919985],
                     [1563570000000, 220.28, 221.14, 221.14, 219.5, 402.06756189],
                     [1563566400000, 218.89, 220.15, 220.34465133, 218.51, 1216.34121373],
                     [1563562800000, 217.99, 218.56, 218.91, 217.76, 955.76097576],
                     [1563559200000, 217.99, 217.95, 218.65, 217.52, 738.2209880300001],
                     [1563555600000, 218.41, 218.06, 219.64, 218.06, 993.95399958],
                     [1563552000000, 218.68, 218.48, 219.84, 216.2, 1408.27212962],
                     [1563548400000, 217.27, 218.7, 219.33, 217.13, 1863.62630834],
                     [1563544800000, 216.02, 217.24, 218.81, 215.58, 2697.92415199],
                     [1563541200000, 219.34, 216.36, 219.38, 213.19, 7936.79125483],
                     [1563537600000, 216.61, 219.2, 222.78, 214.8, 9709.33466836],
                     [1563534000000, 218.17, 216.54, 219.45, 215.74, 2144.59491105],
                     [1563530400000, 217.7, 218.29, 219, 216.44, 1869.26514074],
                     [1563526800000, 218.39, 217.85, 219.91, 216.13, 4085.00522212],
                     [1563523200000, 224.65, 218.43, 226.34, 215.16, 12543.59694206],
                     [1563519600000, 220.89, 224.63, 225.54, 220.5, 13130.5667715],
                     [1563516000000, 221.77, 220.87, 222.43, 220.06, 1618.89586871],
                     [1563512400000, 221.49, 221.77, 222.51, 219.31, 2115.67682667],
                     [1563508800000, 222.45, 221.5, 223.31, 221.28, 994.15286398],
                     [1563505200000, 223.36, 222.45, 224.09, 221.36, 728.65423949],
                     [1563501600000, 222.6, 223.38, 224.1, 221.01, 2778.93627859],
                     [1563498000000, 225, 222.71, 226.03, 221.53, 2505.57425105],
                     [1563494400000, 225.82, 224.9, 226.17673805, 223.46, 5571.71127516],
                     [1563490800000, 223.61, 225.74, 229.1, 223.61, 7744.58137343],
                     [1563487200000, 224.01, 223.61, 224.28, 222.53, 1531.27654409],
                     [1563483600000, 224.41, 224.03, 225.73, 223.58, 2500.78588149],
                     [1563480000000, 223.28, 224.21, 225.62, 223.28, 2813.50421847],
                     [1563476400000, 222.84, 223.3, 225.08, 222.34073256, 4161.77625996],
                     [1563472800000, 223.99, 222.84, 225.26, 222.5, 5777.43564279],
                     [1563469200000, 223.69, 223.9, 226.06, 223, 3701.0898429100002],
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                     [1562594400000, 308.89, 308.9, 309.72, 307.88, 1697.932856982219],
                     [1562590800000, 306.80865745, 308.87, 309.76859433, 305.88, 3096.126254119655],
                     [1562587200000, 308.04, 306.8, 308.65, 305.41, 4784.691250024502],
                     [1562583600000, 309.69, 308.07, 309.69, 307.55, 3495.216317482407],
                     [1562580000000, 310.4, 309.69, 310.93, 308.9, 4818.125473502093],
                     [1562576400000, 310.25, 310.56, 312.53, 308.93, 11586.306329998713],
                     [1562572800000, 308.73, 310.10790143, 310.25, 304.96, 6713.926560244871],
                     [1562569200000, 305.53, 308.79291566, 310.25, 305.3, 2741.828531506003],
                     [1562565600000, 305.23, 305.52, 305.73, 304.22, 1894.358993215844],
                     [1562562000000, 305.98, 305.18, 305.98, 304.8, 1749.85131836],
                     [1562558400000, 305.45, 305.98, 307.07, 305.33914098, 2639.120567093529],
                     [1562554800000, 305.24, 305.51, 305.71, 303.87, 1057.494395242086],
                     [1562551200000, 306.07, 305.08, 306.57, 304.98, 1146.38343246666],
                     [1562547600000, 303.05, 306.13, 306.42, 302.8914127, 6306.38447504831],
                     [1562544000000, 306.57, 303.04, 308.84170999, 302.54, 4721.12789480746],
                     [1562540400000, 306.04, 306.54, 307.35502248, 305.5, 1067.835063383022],
                     [1562536800000, 308.35, 306.31, 311, 304.7, 13673.18352032881],
                     [1562533200000, 307, 308.16, 308.91, 306.49, 2941.86582170654],
                     [1562529600000, 307.8, 307, 310.5, 305.53, 7662.342096172919],
                     [1562526000000, 306.49538508, 307.8, 309.67, 305.11, 8616.637374768594],
                     [1562522400000, 307.72, 306.49, 311, 305.25, 8827.038212224172],
                     [1562518800000, 292.84, 307.7, 309.25, 292.8, 29297.561814110984],
                     [1562515200000, 292.12, 292.76, 292.83, 290.70194636, 1819.168848554204],
                     [1562511600000, 293.40327744, 292.15, 294.83, 290.72, 6648.869447326808],
                     [1562508000000, 294.35, 293.40327744, 295.48, 293.40327744, 1065.935168519027],
                     [1562504400000, 294.71245496, 294.35, 295.75, 294.13162268, 1540.194182712207],
                     [1562500800000, 294.1, 294.71, 296.43, 293.82, 5246.088882291099],
                     [1562497200000, 288.96, 294.17, 295.26, 288.6, 7202.535912994613],
                     [1562493600000, 288.48, 288.97, 289.45920249, 288.13, 838.114483477825],
                     [1562490000000, 288.17, 288.52, 289.08, 287.53, 1184.948148550061],
                     [1562486400000, 288.72896052, 288.07, 288.72896052, 287.06, 2509.3587293022742],
                     [1562482800000, 288.52, 288.65, 289.36, 288.05, 542.096866791271],
                     [1562479200000, 288.9, 288.41, 289.16227984, 288.07, 480.550277505631],
                     [1562475600000, 290, 288.91, 290.26, 288.31, 801.347458793652],
                     [1562472000000, 288.29, 290, 290.20409012, 287.1, 1410.60203717],
                     [1562468400000, 288.17, 288.28, 288.97, 286.77, 1175.191820008901],
                     [1562464800000, 289.19, 288.12, 289.19, 287.15, 471.86966851],
                     [1562461200000, 288.67, 289.27, 289.27, 287.81, 293.552434691153],
                     [1562457600000, 288.61, 288.67364316, 289.23, 284.43, 3718.567536787268],
                     [1562454000000, 287.9, 288.61, 288.79, 287.06, 1067.084013766703],
                     [1562450400000, 288.53, 287.9, 289.13, 285.68, 2284.956483378572],
                     [1562446800000, 293.1, 288.74, 293.11, 286.2, 7985.216836761654],
                     [1562443200000, 293.15, 293.1, 294.5, 292.57, 2504.259535682406],
                     [1562439600000, 293.20966668, 293.36, 293.8273772, 291.2, 1607.57042195],
                     [1562436000000, 295.35, 293.37, 295.45, 293.16, 1912.579850616127],
                     [1562432400000, 295.4, 295.01, 296, 294.37, 1856.778164505526],
                     [1562428800000, 297.04, 295.58, 298.46, 295.05357868, 2731.352327521428],
                     [1562425200000, 295.92, 296.97, 298.87, 295.71, 8431.926980094615],
                     [1562421600000, 289.98, 295.91099776, 296.11, 289.44, 3353.321286088616],
                     [1562418000000, 291.2, 289.97, 291.2, 289.48, 2170.08622002123],
                     [1562414400000, 291.65, 291.24, 292, 289.34, 7419.539710627652],
                     [1562410800000, 291.2, 291.43, 291.7, 290.91, 1634.089795559867],
                     [1562407200000, 291.61, 291.2, 292.06491935, 290.69, 1250.69550421],
                     [1562403600000, 291.45, 291.61, 292.14, 290.2, 994.351219206948],
                     [1562400000000, 293.69, 291.47, 295.02, 290.71, 2705.795384536361],
                     [1562396400000, 292.3, 293.65, 293.93, 291.79, 2536.443027858002],
                     [1562392800000, 292.77, 292.28, 294, 291.81782551, 2499.352283691533],
                     [1562389200000, 293.3663992, 292.84, 294.86, 292.42, 5379.338087118942],
                     [1562385600000, 294.02, 293.48, 295.01, 293.22, 4061.178200193957],
                     [1562382000000, 292.7, 294.01, 294.04, 291.97, 624.698914792956],
                     [1562378400000, 292.5, 292.7, 293.873197, 291.71, 269.808436258754],
                     [1562374800000, 294.38, 292.5, 294.5, 291.54, 669.137261408786],
                     [1562371200000, 288.01, 294.35, 294.73, 287.19043177, 3797.344533337384],
                     [1562367600000, 288.44, 287.95, 289.36935018, 286.53, 508.43556896],
                     [1562364000000, 288.94, 288.39, 290.25, 287.2, 1482.63164497],
                     [1562360400000, 287.12, 289.09, 289.65967864, 287.11, 303.1515221],
                     [1562356800000, 290.5, 287.14, 290.69, 285.44, 2604.052203779635],
                     [1562353200000, 291.73, 290.5, 293.17, 290.11, 2095.951424334533],
                     [1562349600000, 292, 291.8, 292.66, 290.65, 1116.00646606002],
                     [1562346000000, 289.53, 292, 292.23, 288.61, 1889.726037959811],
                     [1562342400000, 289.84, 289.73, 291.67, 288, 1334.6396874221],
                     [1562338800000, 292.17, 289.86, 292.66, 287.55, 4350.823336440464],
                     [1562335200000, 292.27, 292.07, 294.37, 291.03, 2072.396702199285],
                     [1562331600000, 292, 292.3, 294, 292, 1250.95577689293],
                     [1562328000000, 293.90895052, 292, 294.07, 291.31, 924.076135295769],
                     [1562324400000, 294.05, 293.9, 294.6364036, 292.93, 1474.640759023059],
                     [1562320800000, 290.54, 294.05, 295.27981785, 290.54, 2318.463007437298],
                     [1562317200000, 285.23, 290.55, 293.66, 285.09, 7339.3052633891575],
                     [1562313600000, 285.84, 285.44, 286.11, 283.33, 1656.517043869724],
                     [1562310000000, 285.09, 285.83, 285.91, 283.62, 2247.662468226648],
                     [1562306400000, 286.96, 285.14, 288.21, 284.37, 2720.031010737149],
                     [1562302800000, 286.54710859, 286.96, 287.5, 286.1, 912.812622206888],
                     [1562299200000, 285.89, 286.53, 286.54466995, 284.67575976, 455.04148099891097],
                     [1562295600000, 284.55, 285.89, 286.51, 283.97, 645.348900826725],
                     [1562292000000, 286.39101283, 284.42141091, 287, 284.42141091, 2076.021365526775],
                     [1562288400000, 284.44061321, 286.39, 286.97, 282.97576328, 5804.788938862283],
                     [1562284800000, 283.19, 284.63, 285.26587168, 281.25, 6256.370816017917],
                     [1562281200000, 293.29, 283.19, 293.29, 280.25, 16377.409411154193],
                     [1562277600000, 292.13571784, 293.29, 293.5, 292.06, 1534.8949945699999],
                     [1562274000000, 292.72, 292.33, 293.28, 291.93, 1815.418630077157],
                     [1562270400000, 294.85, 292.72, 294.85618273, 290.26, 5234.447749719316],
                     [1562266800000, 294.46119033, 294.86, 294.9916087, 293.44, 536.489455314865],
                     [1562263200000, 295.69534597, 294.6, 295.7, 294.03168804, 1253.422531605359],
                     [1562259600000, 295.26394653, 295.69534597, 296.82, 295.2, 1771.946629164279],
                     [1562256000000, 294.12, 295.12, 295.99, 292.98, 2456.761117287422],
                     [1562252400000, 295.94, 294.1, 296.38, 294.1, 1472.175134890017],
                     [1562248800000, 296.11, 295.9, 297.06678214, 294.75449937, 1079.397855417646],
                     [1562245200000, 294.88, 296.06, 296.7, 294.88, 2043.731597803166],
                     [1562241600000, 294.38, 294.76, 295.84, 294.13, 3403.428918912735],
                     [1562238000000, 293.97623048, 294.36, 295.54, 292.6, 4776.616618130325],
                     [1562234400000, 294.36, 293.84, 295.15, 291.85, 4345.65909118065],
                     [1562230800000, 296.5, 294.29, 296.70506963, 293.97, 6287.811689638424],
                     [1562227200000, 295.25, 296.52621167, 296.52621167, 294.27, 2027.720703198558],
                     [1562223600000, 296.6, 295.33260675, 298.72, 295.33260675, 1841.062865236167],
                     [1562220000000, 295.25, 296.59945698, 296.78, 295.22, 1713.616699976313],
                     [1562216400000, 294.15, 295.21, 295.21, 293.88, 1481.679627925961],
                     [1562212800000, 298.23, 294.21, 298.8, 292.34, 6302.928896565222],
                     [1562209200000, 298.98, 298.14, 299.5, 296.64, 3471.619020927389],
                     [1562205600000, 300.08, 298.98, 300.58, 298.86, 2337.578552373277],
                     [1562202000000, 299.65, 300.07, 301.87, 299.3, 4787.890037830652],
                     [1562198400000, 302.21901172, 299.64, 303.5, 299.01, 2283.8200593159722],
                     [1562194800000, 300.56, 302.22, 303.40039444, 298.84, 6903.701603482515],
                     [1562191200000, 295.02, 300.56, 302.5, 294.45, 10358.812733250203],
                     [1562187600000, 294.03, 294.8, 295.43, 292.99, 815.166807523792],
                     [1562184000000, 293.18, 294.03, 294.82, 292.29, 2722.748775037397],
                     [1562180400000, 292.19, 293.02157821, 294.01, 291.60422283, 2016.180535833639],
                     [1562176800000, 292.01, 292.17, 292.51, 290.14, 2798.315346315081],
                     [1562173200000, 289.82, 292.05, 292.5, 289.78, 3256.475799249486],
                     [1562169600000, 295.22, 289.83, 295.23, 289.83, 4633.125421719817],
                     [1562166000000, 294.85, 295.3, 296.1, 293.75, 5128.432523696609],
                     [1562162400000, 293.76, 294.9, 295.77789864, 292.24375238, 3402.3838107427678],
                     [1562158800000, 295.33, 293.76, 296.11, 293.06, 3592.119337521333],
                     [1562155200000, 292.42, 295.26, 295.34, 292.4, 1539.151026631249],
                     [1562151600000, 294.97, 292.42, 295.23, 292.01, 3035.263751159769],
                     [1562148000000, 294.59, 294.84, 296.2, 294.15482647, 2393.08693802853],
                     [1562144400000, 291.96, 294.53, 294.9, 291.3, 3058.429872680864],
                     [1562140800000, 294.82, 291.97, 295.71936269, 291.41, 7777.047083653257],
                     [1562137200000, 297.98, 294.99, 298.13, 294.77, 3879.164247657985],
                     [1562133600000, 298.88, 298.01, 299, 296.4, 1905.419723373114],
                     [1562130000000, 297.47, 298.83, 301.75, 296.86829756, 15517.202153051325],
                     [1562126400000, 295.909059, 297.68, 298, 295.909059, 4672.094582265891],
                     [1562122800000, 293.79, 295.83, 297.17, 292.8, 6727.846224577526],
                     [1562119200000, 297.01, 293.83, 297.37, 293.83, 5562.255507966701],
                     [1562115600000, 296.08426276, 297.03877083, 298.86, 295.14, 8689.836974404941],
                     [1562112000000, 292.71336822, 296.08, 296.12, 292.71336822, 9791.992199128887],
                     [1562108400000, 292.92, 292.93594278, 295.07, 290.31, 8204.260699380968],
                     [1562104800000, 289.2, 292.91, 294.24, 288.72, 2874.387442211366],
                     [1562101200000, 289.24, 289.2, 291.48, 286.55, 6074.786001840982],
                     [1562097600000, 290.03, 289.24990237, 291.71, 289.24, 2996.274698720906],
                     [1562094000000, 289.62, 290.03, 292.82, 288.53, 5139.476471784382],
                     [1562090400000, 292.2, 289.61, 292.49270942, 286.86, 3612.602373276965],
                     [1562086800000, 288.96, 292.15, 292.5, 288.58646844, 3683.910742053373],
                     [1562083200000, 291.51, 288.87, 291.68, 286, 2293.264293835396],
                     [1562079600000, 288.49, 291.78, 291.97, 286.72, 3158.949024633446],
                     [1562076000000, 280.54, 288.43, 288.49, 280.53388884, 6643.733596030642],
                     [1562072400000, 283.23, 280.53, 284.7, 279.5424026, 3788.119476784923],
                     [1562068800000, 277.39, 283.22883141, 286, 276.52, 10690.176330464707],
                     [1562065200000, 280.56, 277.39, 282.74, 273.95, 12576.920863204203],
                     [1562061600000, 282.71, 280.22, 284.54, 278.44, 3531.041957319029],
                     [1562058000000, 284.07, 282.7, 286.56, 281.78, 2857.612177088166],
                     [1562054400000, 278.46, 283.95250067, 284.88, 276.76, 4168.077814438706],
                     [1562050800000, 277.22, 278.87, 279.5, 277.17, 2115.062277665163],
                     [1562047200000, 276.71, 277.26, 281.62, 272.65, 10673.258827023461],
                     [1562043600000, 280.02022806, 276.72, 281, 276, 14754.55885075738],
                     [1562040000000, 289.52, 279.98, 290.39, 276.89, 19589.646887363895],
                     [1562036400000, 288.11915505, 289.36, 289.56, 287.12, 2594.236725234793],
                     [1562032800000, 288.36, 288.12, 290.27, 288.03737519, 2113.392561646159],
                     [1562029200000, 291.56, 288.54, 293.62, 287.67, 4280.869320562249],
                     [1562025600000, 295.58, 291.57, 299.03, 291.5, 9724.069906459914],
                     [1562022000000, 291.46, 295.5, 297.63, 291.14563128, 3326.014683487564],
                     [1562018400000, 293.23, 291.48, 293.27, 290.31, 2825.932836906471],
                     [1562014800000, 290.82, 293.16, 294.84, 290.82, 3624.675055477975],
                     [1562011200000, 284.1958989, 290.71, 292.60889172, 284.19, 9283.234425758577],
                     [1562007600000, 287.16412032, 284.19, 287.16412032, 281, 9898.438534180406],
                     [1562004000000, 284.74, 287.13646584, 287.73730521, 283.37, 4609.520316230599],
                     [1562000400000, 285.35, 284.63, 287.32, 282.62, 4262.964841343437],
                     [1561996800000, 286.42, 285.34, 289.7, 284.35, 6026.798068132093],
                     [1561993200000, 283.07, 286.53, 288.97, 281.5, 19890.7333485207],
                     [1561989600000, 287.19, 283, 290.73, 282.11, 10775.289206436404],
                     [1561986000000, 290.53, 287.27, 291.36, 287.27, 5988.2673219081835],
                     [1561982400000, 295.99, 290.14, 297, 285.94, 14393.420665222136],
                     [1561978800000, 296.71, 295.99, 296.99, 294.27, 3022.437726040742],
                     [1561975200000, 298.88, 296.44, 299.89, 295, 2914.369670844062],
                     [1561971600000, 299.68, 298.99, 300, 298, 2434.092485884046],
                     [1561968000000, 294.95, 299.61, 299.71, 294.55, 4129.501441153225],
                     [1561964400000, 294.85, 294.99, 297.6, 292.53, 3179.141134059615],
                     [1561960800000, 296.71, 294.79, 297.81, 293.85, 2030.232937491254],
                     [1561957200000, 299.17, 296.37, 299.84, 295.33, 4583.326442799895],
                     [1561953600000, 299.16, 299.15, 300.34675801, 296.84, 1340.536547968204],
                     [1561950000000, 298.04, 299.15, 302.47, 296.79794148, 4481.327509019943],
                     [1561946400000, 295.07, 297.87, 299, 293.01, 4146.47421846737],
                     [1561942800000, 295.76, 295.2, 299, 294.2, 3514.497280984894],
                     [1561939200000, 290.8, 295.76, 295.76, 287.64, 6015.255764906366],
                     [1561935600000, 294.48, 290.8, 296.16, 286.76, 5990.069935593896],
                     [1561932000000, 300.44, 294.91, 300.56, 290, 7864.607478509145],
                     [1561928400000, 304.54, 300.4, 304.54, 300, 1669.727407244795],
                     [1561924800000, 302.54, 304.54, 305, 300.62411886, 3668.470019759599],
                     [1561921200000, 300.24, 302.24, 303.51, 300, 1249.78729430409],
                     [1561917600000, 303.11, 300.24, 303.67, 300.19, 1402.14949066398],
                     [1561914000000, 303, 303.02, 304, 299.6, 8427.135278875787],
                     [1561910400000, 296.58, 302.92, 303.67486655, 291, 13365.898945020235],
                     [1561906800000, 297.59, 296.86, 298.33, 296.49, 3524.350252865675],
                     [1561903200000, 295.89808766, 297.58, 298.29, 290, 16392.298974169862],
                     [1561899600000, 304.5, 295.77, 304.94, 293.29, 13131.5588943672],
                     [1561896000000, 302.68, 304.61, 305, 301.37633559, 7268.573793544172],
                     [1561892400000, 303.6, 302.68, 305.21, 301.02, 7720.337907777976],
                     [1561888800000, 310.13, 303.75, 311.27, 300.96, 19264.505667414916],
                     [1561885200000, 310.38, 310.8, 312.1, 307.74, 2177.268020692446],
                     [1561881600000, 308.9, 310.12, 311.36497, 307.5, 3345.968776795459],
                     [1561878000000, 315.93, 308.91, 315.94, 307.28, 7649.354628821737],
                     [1561874400000, 317.85696037, 315.92, 319, 315.29, 2969.739183026164],
                     [1561870800000, 319.0138534, 317.78, 320.02, 314.18, 8905.35294393954],
                     [1561867200000, 318.7, 318.90263416, 320, 318, 1233.469369819015],
                     [1561863600000, 319.63, 318.7, 320.61, 317.35582428, 4149.1751190772075],
                     [1561860000000, 321.79, 319.51, 321.99133319, 318.93, 2918.454756374003],
                     [1561856400000, 323.88, 321.78, 324.44, 318.98, 4319.855207353936],
                     [1561852800000, 317.78117349, 323.74, 324.45, 317.61, 7595.240542933092],
                     [1561849200000, 314.76, 317.42, 325.12, 314.6, 15141.694645117828],
                     [1561845600000, 310.96, 314.76, 315.67, 310.96, 3706.236546962641],
                     [1561842000000, 312.64, 310.95, 314.4, 308.77, 4081.050972364217]][:: -1]
# hammer
test_candles_7 = [
                     [1563483600000, 224.41, 224.03, 225.73, 223.58, 2500.78588149],
                     [1563480000000, 223.28, 224.21, 225.62, 223.28, 2813.50421847],
                     [1563476400000, 222.84, 223.3, 225.08, 222.34073256, 4161.77625996],
                     [1563472800000, 223.99, 222.84, 225.26, 222.5, 5777.43564279],
                     [1563469200000, 223.69, 223.9, 226.06, 223, 3701.0898429100002],
                     [1563465600000, 224.07, 223.58, 226.49, 220.95, 10365.05452214],
                     [1563462000000, 223.91, 224.12, 224.8, 220.91013134, 15568.55307694],
                     [1563458400000, 208.24781644, 223.97, 225, 205.61175816, 34916.6862513],
                     [1563454800000, 208.88, 208.07958522, 211.16, 206.62, 6415.48749266],
                     [1563451200000, 215.15, 209.09, 215.33, 207.71, 17272.66964631],
                     [1563447600000, 216.28, 215.3, 217.18, 213.89, 4387.75932178],
                     [1563444000000, 214.43, 216.02, 218.16, 214.07, 2643.71315714],
                     [1563440400000, 213.32, 214.43, 216.07, 212.64, 3487.90559533],
                     [1563436800000, 215.83, 213.24, 216.84, 213.1, 3836.32805392],
                     [1563433200000, 219.07, 216.02, 219.17, 215.33187154, 5185.44340326],
                     [1563429600000, 217.56, 219.03, 221.82, 216.13, 8881.05898017],
                     [1563426000000, 218.36, 217.54, 218.8304796, 216.16, 3523.42450088],
                     [1563422400000, 212.17, 217.92, 219.02, 211.00270983, 6332.92496199],
                     [1563418800000, 213.13, 212.06, 213.52, 210, 4010.0325571099997],
                     [1563415200000, 212.7, 213.13, 213.53, 210.9, 2475.13115958],
                     [1563411600000, 208.53, 212.77, 214.31, 208.53, 5739.5236321],
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                     [1562536800000, 308.35, 306.31, 311, 304.7, 13673.18352032881],
                     [1562533200000, 307, 308.16, 308.91, 306.49, 2941.86582170654],
                     [1562529600000, 307.8, 307, 310.5, 305.53, 7662.342096172919],
                     [1562526000000, 306.49538508, 307.8, 309.67, 305.11, 8616.637374768594],
                     [1562522400000, 307.72, 306.49, 311, 305.25, 8827.038212224172],
                     [1562518800000, 292.84, 307.7, 309.25, 292.8, 29297.561814110984],
                     [1562515200000, 292.12, 292.76, 292.83, 290.70194636, 1819.168848554204],
                     [1562511600000, 293.40327744, 292.15, 294.83, 290.72, 6648.869447326808],
                     [1562508000000, 294.35, 293.40327744, 295.48, 293.40327744, 1065.935168519027],
                     [1562504400000, 294.71245496, 294.35, 295.75, 294.13162268, 1540.194182712207],
                     [1562500800000, 294.1, 294.71, 296.43, 293.82, 5246.088882291099],
                     [1562497200000, 288.96, 294.17, 295.26, 288.6, 7202.535912994613],
                     [1562493600000, 288.48, 288.97, 289.45920249, 288.13, 838.114483477825],
                     [1562490000000, 288.17, 288.52, 289.08, 287.53, 1184.948148550061],
                     [1562486400000, 288.72896052, 288.07, 288.72896052, 287.06, 2509.3587293022742],
                     [1562482800000, 288.52, 288.65, 289.36, 288.05, 542.096866791271],
                     [1562479200000, 288.9, 288.41, 289.16227984, 288.07, 480.550277505631],
                     [1562475600000, 290, 288.91, 290.26, 288.31, 801.347458793652],
                     [1562472000000, 288.29, 290, 290.20409012, 287.1, 1410.60203717],
                     [1562468400000, 288.17, 288.28, 288.97, 286.77, 1175.191820008901],
                     [1562464800000, 289.19, 288.12, 289.19, 287.15, 471.86966851],
                     [1562461200000, 288.67, 289.27, 289.27, 287.81, 293.552434691153],
                     [1562457600000, 288.61, 288.67364316, 289.23, 284.43, 3718.567536787268],
                     [1562454000000, 287.9, 288.61, 288.79, 287.06, 1067.084013766703],
                     [1562450400000, 288.53, 287.9, 289.13, 285.68, 2284.956483378572],
                     [1562446800000, 293.1, 288.74, 293.11, 286.2, 7985.216836761654],
                     [1562443200000, 293.15, 293.1, 294.5, 292.57, 2504.259535682406],
                     [1562439600000, 293.20966668, 293.36, 293.8273772, 291.2, 1607.57042195],
                     [1562436000000, 295.35, 293.37, 295.45, 293.16, 1912.579850616127],
                     [1562432400000, 295.4, 295.01, 296, 294.37, 1856.778164505526],
                     [1562428800000, 297.04, 295.58, 298.46, 295.05357868, 2731.352327521428],
                     [1562425200000, 295.92, 296.97, 298.87, 295.71, 8431.926980094615],
                     [1562421600000, 289.98, 295.91099776, 296.11, 289.44, 3353.321286088616],
                     [1562418000000, 291.2, 289.97, 291.2, 289.48, 2170.08622002123],
                     [1562414400000, 291.65, 291.24, 292, 289.34, 7419.539710627652],
                     [1562410800000, 291.2, 291.43, 291.7, 290.91, 1634.089795559867],
                     [1562407200000, 291.61, 291.2, 292.06491935, 290.69, 1250.69550421],
                     [1562403600000, 291.45, 291.61, 292.14, 290.2, 994.351219206948],
                     [1562400000000, 293.69, 291.47, 295.02, 290.71, 2705.795384536361],
                     [1562396400000, 292.3, 293.65, 293.93, 291.79, 2536.443027858002],
                     [1562392800000, 292.77, 292.28, 294, 291.81782551, 2499.352283691533],
                     [1562389200000, 293.3663992, 292.84, 294.86, 292.42, 5379.338087118942],
                     [1562385600000, 294.02, 293.48, 295.01, 293.22, 4061.178200193957],
                     [1562382000000, 292.7, 294.01, 294.04, 291.97, 624.698914792956],
                     [1562378400000, 292.5, 292.7, 293.873197, 291.71, 269.808436258754],
                     [1562374800000, 294.38, 292.5, 294.5, 291.54, 669.137261408786],
                     [1562371200000, 288.01, 294.35, 294.73, 287.19043177, 3797.344533337384],
                     [1562367600000, 288.44, 287.95, 289.36935018, 286.53, 508.43556896],
                     [1562364000000, 288.94, 288.39, 290.25, 287.2, 1482.63164497],
                     [1562360400000, 287.12, 289.09, 289.65967864, 287.11, 303.1515221],
                     [1562356800000, 290.5, 287.14, 290.69, 285.44, 2604.052203779635],
                     [1562353200000, 291.73, 290.5, 293.17, 290.11, 2095.951424334533],
                     [1562349600000, 292, 291.8, 292.66, 290.65, 1116.00646606002],
                     [1562346000000, 289.53, 292, 292.23, 288.61, 1889.726037959811],
                     [1562342400000, 289.84, 289.73, 291.67, 288, 1334.6396874221],
                     [1562338800000, 292.17, 289.86, 292.66, 287.55, 4350.823336440464],
                     [1562335200000, 292.27, 292.07, 294.37, 291.03, 2072.396702199285],
                     [1562331600000, 292, 292.3, 294, 292, 1250.95577689293],
                     [1562328000000, 293.90895052, 292, 294.07, 291.31, 924.076135295769],
                     [1562324400000, 294.05, 293.9, 294.6364036, 292.93, 1474.640759023059],
                     [1562320800000, 290.54, 294.05, 295.27981785, 290.54, 2318.463007437298],
                     [1562317200000, 285.23, 290.55, 293.66, 285.09, 7339.3052633891575],
                     [1562313600000, 285.84, 285.44, 286.11, 283.33, 1656.517043869724],
                     [1562310000000, 285.09, 285.83, 285.91, 283.62, 2247.662468226648],
                     [1562306400000, 286.96, 285.14, 288.21, 284.37, 2720.031010737149],
                     [1562302800000, 286.54710859, 286.96, 287.5, 286.1, 912.812622206888],
                     [1562299200000, 285.89, 286.53, 286.54466995, 284.67575976, 455.04148099891097],
                     [1562295600000, 284.55, 285.89, 286.51, 283.97, 645.348900826725],
                     [1562292000000, 286.39101283, 284.42141091, 287, 284.42141091, 2076.021365526775],
                     [1562288400000, 284.44061321, 286.39, 286.97, 282.97576328, 5804.788938862283],
                     [1562284800000, 283.19, 284.63, 285.26587168, 281.25, 6256.370816017917],
                     [1562281200000, 293.29, 283.19, 293.29, 280.25, 16377.409411154193],
                     [1562277600000, 292.13571784, 293.29, 293.5, 292.06, 1534.8949945699999],
                     [1562274000000, 292.72, 292.33, 293.28, 291.93, 1815.418630077157],
                     [1562270400000, 294.85, 292.72, 294.85618273, 290.26, 5234.447749719316],
                     [1562266800000, 294.46119033, 294.86, 294.9916087, 293.44, 536.489455314865],
                     [1562263200000, 295.69534597, 294.6, 295.7, 294.03168804, 1253.422531605359],
                     [1562259600000, 295.26394653, 295.69534597, 296.82, 295.2, 1771.946629164279],
                     [1562256000000, 294.12, 295.12, 295.99, 292.98, 2456.761117287422],
                     [1562252400000, 295.94, 294.1, 296.38, 294.1, 1472.175134890017],
                     [1562248800000, 296.11, 295.9, 297.06678214, 294.75449937, 1079.397855417646],
                     [1562245200000, 294.88, 296.06, 296.7, 294.88, 2043.731597803166],
                     [1562241600000, 294.38, 294.76, 295.84, 294.13, 3403.428918912735],
                     [1562238000000, 293.97623048, 294.36, 295.54, 292.6, 4776.616618130325],
                     [1562234400000, 294.36, 293.84, 295.15, 291.85, 4345.65909118065],
                     [1562230800000, 296.5, 294.29, 296.70506963, 293.97, 6287.811689638424],
                     [1562227200000, 295.25, 296.52621167, 296.52621167, 294.27, 2027.720703198558],
                     [1562223600000, 296.6, 295.33260675, 298.72, 295.33260675, 1841.062865236167],
                     [1562220000000, 295.25, 296.59945698, 296.78, 295.22, 1713.616699976313],
                     [1562216400000, 294.15, 295.21, 295.21, 293.88, 1481.679627925961],
                     [1562212800000, 298.23, 294.21, 298.8, 292.34, 6302.928896565222],
                     [1562209200000, 298.98, 298.14, 299.5, 296.64, 3471.619020927389],
                     [1562205600000, 300.08, 298.98, 300.58, 298.86, 2337.578552373277],
                     [1562202000000, 299.65, 300.07, 301.87, 299.3, 4787.890037830652],
                     [1562198400000, 302.21901172, 299.64, 303.5, 299.01, 2283.8200593159722],
                     [1562194800000, 300.56, 302.22, 303.40039444, 298.84, 6903.701603482515],
                     [1562191200000, 295.02, 300.56, 302.5, 294.45, 10358.812733250203],
                     [1562187600000, 294.03, 294.8, 295.43, 292.99, 815.166807523792],
                     [1562184000000, 293.18, 294.03, 294.82, 292.29, 2722.748775037397],
                     [1562180400000, 292.19, 293.02157821, 294.01, 291.60422283, 2016.180535833639],
                     [1562176800000, 292.01, 292.17, 292.51, 290.14, 2798.315346315081],
                     [1562173200000, 289.82, 292.05, 292.5, 289.78, 3256.475799249486],
                     [1562169600000, 295.22, 289.83, 295.23, 289.83, 4633.125421719817],
                     [1562166000000, 294.85, 295.3, 296.1, 293.75, 5128.432523696609],
                     [1562162400000, 293.76, 294.9, 295.77789864, 292.24375238, 3402.3838107427678],
                     [1562158800000, 295.33, 293.76, 296.11, 293.06, 3592.119337521333],
                     [1562155200000, 292.42, 295.26, 295.34, 292.4, 1539.151026631249],
                     [1562151600000, 294.97, 292.42, 295.23, 292.01, 3035.263751159769],
                     [1562148000000, 294.59, 294.84, 296.2, 294.15482647, 2393.08693802853],
                     [1562144400000, 291.96, 294.53, 294.9, 291.3, 3058.429872680864],
                     [1562140800000, 294.82, 291.97, 295.71936269, 291.41, 7777.047083653257],
                     [1562137200000, 297.98, 294.99, 298.13, 294.77, 3879.164247657985],
                     [1562133600000, 298.88, 298.01, 299, 296.4, 1905.419723373114],
                     [1562130000000, 297.47, 298.83, 301.75, 296.86829756, 15517.202153051325],
                     [1562126400000, 295.909059, 297.68, 298, 295.909059, 4672.094582265891],
                     [1562122800000, 293.79, 295.83, 297.17, 292.8, 6727.846224577526],
                     [1562119200000, 297.01, 293.83, 297.37, 293.83, 5562.255507966701],
                     [1562115600000, 296.08426276, 297.03877083, 298.86, 295.14, 8689.836974404941],
                     [1562112000000, 292.71336822, 296.08, 296.12, 292.71336822, 9791.992199128887],
                     [1562108400000, 292.92, 292.93594278, 295.07, 290.31, 8204.260699380968],
                     [1562104800000, 289.2, 292.91, 294.24, 288.72, 2874.387442211366],
                     [1562101200000, 289.24, 289.2, 291.48, 286.55, 6074.786001840982],
                     [1562097600000, 290.03, 289.24990237, 291.71, 289.24, 2996.274698720906],
                     [1562094000000, 289.62, 290.03, 292.82, 288.53, 5139.476471784382],
                     [1562090400000, 292.2, 289.61, 292.49270942, 286.86, 3612.602373276965],
                     [1562086800000, 288.96, 292.15, 292.5, 288.58646844, 3683.910742053373],
                     [1562083200000, 291.51, 288.87, 291.68, 286, 2293.264293835396],
                     [1562079600000, 288.49, 291.78, 291.97, 286.72, 3158.949024633446],
                     [1562076000000, 280.54, 288.43, 288.49, 280.53388884, 6643.733596030642],
                     [1562072400000, 283.23, 280.53, 284.7, 279.5424026, 3788.119476784923],
                     [1562068800000, 277.39, 283.22883141, 286, 276.52, 10690.176330464707],
                     [1562065200000, 280.56, 277.39, 282.74, 273.95, 12576.920863204203],
                     [1562061600000, 282.71, 280.22, 284.54, 278.44, 3531.041957319029],
                     [1562058000000, 284.07, 282.7, 286.56, 281.78, 2857.612177088166],
                     [1562054400000, 278.46, 283.95250067, 284.88, 276.76, 4168.077814438706],
                     [1562050800000, 277.22, 278.87, 279.5, 277.17, 2115.062277665163],
                     [1562047200000, 276.71, 277.26, 281.62, 272.65, 10673.258827023461],
                     [1562043600000, 280.02022806, 276.72, 281, 276, 14754.55885075738],
                     [1562040000000, 289.52, 279.98, 290.39, 276.89, 19589.646887363895],
                     [1562036400000, 288.11915505, 289.36, 289.56, 287.12, 2594.236725234793],
                     [1562032800000, 288.36, 288.12, 290.27, 288.03737519, 2113.392561646159],
                     [1562029200000, 291.56, 288.54, 293.62, 287.67, 4280.869320562249],
                     [1562025600000, 295.58, 291.57, 299.03, 291.5, 9724.069906459914],
                     [1562022000000, 291.46, 295.5, 297.63, 291.14563128, 3326.014683487564],
                     [1562018400000, 293.23, 291.48, 293.27, 290.31, 2825.932836906471],
                     [1562014800000, 290.82, 293.16, 294.84, 290.82, 3624.675055477975],
                     [1562011200000, 284.1958989, 290.71, 292.60889172, 284.19, 9283.234425758577],
                     [1562007600000, 287.16412032, 284.19, 287.16412032, 281, 9898.438534180406],
                     [1562004000000, 284.74, 287.13646584, 287.73730521, 283.37, 4609.520316230599],
                     [1562000400000, 285.35, 284.63, 287.32, 282.62, 4262.964841343437],
                     [1561996800000, 286.42, 285.34, 289.7, 284.35, 6026.798068132093],
                     [1561993200000, 283.07, 286.53, 288.97, 281.5, 19890.7333485207],
                     [1561989600000, 287.19, 283, 290.73, 282.11, 10775.289206436404],
                     [1561986000000, 290.53, 287.27, 291.36, 287.27, 5988.2673219081835],
                     [1561982400000, 295.99, 290.14, 297, 285.94, 14393.420665222136],
                     [1561978800000, 296.71, 295.99, 296.99, 294.27, 3022.437726040742],
                     [1561975200000, 298.88, 296.44, 299.89, 295, 2914.369670844062],
                     [1561971600000, 299.68, 298.99, 300, 298, 2434.092485884046],
                     [1561968000000, 294.95, 299.61, 299.71, 294.55, 4129.501441153225],
                     [1561964400000, 294.85, 294.99, 297.6, 292.53, 3179.141134059615],
                     [1561960800000, 296.71, 294.79, 297.81, 293.85, 2030.232937491254],
                     [1561957200000, 299.17, 296.37, 299.84, 295.33, 4583.326442799895],
                     [1561953600000, 299.16, 299.15, 300.34675801, 296.84, 1340.536547968204],
                     [1561950000000, 298.04, 299.15, 302.47, 296.79794148, 4481.327509019943],
                     [1561946400000, 295.07, 297.87, 299, 293.01, 4146.47421846737],
                     [1561942800000, 295.76, 295.2, 299, 294.2, 3514.497280984894],
                     [1561939200000, 290.8, 295.76, 295.76, 287.64, 6015.255764906366],
                     [1561935600000, 294.48, 290.8, 296.16, 286.76, 5990.069935593896],
                     [1561932000000, 300.44, 294.91, 300.56, 290, 7864.607478509145],
                     [1561928400000, 304.54, 300.4, 304.54, 300, 1669.727407244795],
                     [1561924800000, 302.54, 304.54, 305, 300.62411886, 3668.470019759599],
                     [1561921200000, 300.24, 302.24, 303.51, 300, 1249.78729430409],
                     [1561917600000, 303.11, 300.24, 303.67, 300.19, 1402.14949066398],
                     [1561914000000, 303, 303.02, 304, 299.6, 8427.135278875787],
                     [1561910400000, 296.58, 302.92, 303.67486655, 291, 13365.898945020235],
                     [1561906800000, 297.59, 296.86, 298.33, 296.49, 3524.350252865675],
                     [1561903200000, 295.89808766, 297.58, 298.29, 290, 16392.298974169862],
                     [1561899600000, 304.5, 295.77, 304.94, 293.29, 13131.5588943672],
                     [1561896000000, 302.68, 304.61, 305, 301.37633559, 7268.573793544172],
                     [1561892400000, 303.6, 302.68, 305.21, 301.02, 7720.337907777976],
                     [1561888800000, 310.13, 303.75, 311.27, 300.96, 19264.505667414916],
                     [1561885200000, 310.38, 310.8, 312.1, 307.74, 2177.268020692446],
                     [1561881600000, 308.9, 310.12, 311.36497, 307.5, 3345.968776795459],
                     [1561878000000, 315.93, 308.91, 315.94, 307.28, 7649.354628821737],
                     [1561874400000, 317.85696037, 315.92, 319, 315.29, 2969.739183026164],
                     [1561870800000, 319.0138534, 317.78, 320.02, 314.18, 8905.35294393954],
                     [1561867200000, 318.7, 318.90263416, 320, 318, 1233.469369819015],
                     [1561863600000, 319.63, 318.7, 320.61, 317.35582428, 4149.1751190772075],
                     [1561860000000, 321.79, 319.51, 321.99133319, 318.93, 2918.454756374003],
                     [1561856400000, 323.88, 321.78, 324.44, 318.98, 4319.855207353936],
                     [1561852800000, 317.78117349, 323.74, 324.45, 317.61, 7595.240542933092],
                     [1561849200000, 314.76, 317.42, 325.12, 314.6, 15141.694645117828],
                     [1561845600000, 310.96, 314.76, 315.67, 310.96, 3706.236546962641],
                     [1561842000000, 312.64, 310.95, 314.4, 308.77, 4081.050972364217]][:: -1]
# bearish engulfing
test_candles_8 = [

                     [1563469200000, 223.69, 223.9, 226.06, 223, 3701.0898429100002],
                     [1563465600000, 224.07, 223.58, 226.49, 220.95, 10365.05452214],
                     [1563462000000, 223.91, 224.12, 224.8, 220.91013134, 15568.55307694],
                     [1563458400000, 208.24781644, 223.97, 225, 205.61175816, 34916.6862513],
                     [1563454800000, 208.88, 208.07958522, 211.16, 206.62, 6415.48749266],
                     [1563451200000, 215.15, 209.09, 215.33, 207.71, 17272.66964631],
                     [1563447600000, 216.28, 215.3, 217.18, 213.89, 4387.75932178],
                     [1563444000000, 214.43, 216.02, 218.16, 214.07, 2643.71315714],
                     [1563440400000, 213.32, 214.43, 216.07, 212.64, 3487.90559533],
                     [1563436800000, 215.83, 213.24, 216.84, 213.1, 3836.32805392],
                     [1563433200000, 219.07, 216.02, 219.17, 215.33187154, 5185.44340326],
                     [1563429600000, 217.56, 219.03, 221.82, 216.13, 8881.05898017],
                     [1563426000000, 218.36, 217.54, 218.8304796, 216.16, 3523.42450088],
                     [1563422400000, 212.17, 217.92, 219.02, 211.00270983, 6332.92496199],
                     [1563418800000, 213.13, 212.06, 213.52, 210, 4010.0325571099997],
                     [1563415200000, 212.7, 213.13, 213.53, 210.9, 2475.13115958],
                     [1563411600000, 208.53, 212.77, 214.31, 208.53, 5739.5236321],
                     [1563408000000, 211.12544722, 208.75515447, 211.24, 206.61617064, 5687.91179254],
                     [1563404400000, 211.18, 211.06, 211.97, 209.39, 3903.5852541],
                     [1563400800000, 213.83, 211.21, 215.78, 210.65, 5217.93338459],
                     [1563397200000, 212.53, 214.03, 217.56, 211.75, 4969.76287031],
                     [1563393600000, 211.56, 212.355192, 213.91, 209, 7392.36780664],
                     [1563390000000, 215.58, 211.34, 216.11, 210.49, 6398.55009345],
                     [1563386400000, 215.77, 215.65, 217.38, 213.12, 6530.47907227],
                     [1563382800000, 213.8, 215.45, 219.46880776, 210.39573393, 10537.076849089999],
                     [1563379200000, 212.72, 213.72, 218.81674136, 211.92, 20028.29613262],
                     [1563375600000, 212.48, 212.72, 215.29999439, 210.0378214, 14268.87912574],
                     [1563372000000, 204.04, 212.47, 213.24, 204.04, 17403.12827052],
                     [1563368400000, 202.48, 204.04, 204.04, 200.79510684, 5207.83373986],
                     [1563364800000, 196.17, 202.52, 203.72, 193.84, 17816.7678066],
                     [1563361200000, 199.28, 195.96, 200.72914914, 191.6, 21424.63231793],
                     [1563357600000, 201.95, 199.37, 201.95, 197.25, 8888.63532104],
                     [1563354000000, 203.46, 202.1, 204.22, 201.38, 2760.70455357],
                     [1563350400000, 203.62, 203.48, 205.39, 202.17, 7129.79299749],
                     [1563346800000, 201.74853968, 203.77, 204.12, 199.54, 5792.44449367],
                     [1563343200000, 201.71, 201.88, 203.04198656, 200.64, 4388.5427789],
                     [1563339600000, 198.02, 201.72, 201.99, 197.99, 2681.91174694],
                     [1563336000000, 197.7, 198.08, 200.05, 196.36, 5522.50915903],
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                     [1562468400000, 288.17, 288.28, 288.97, 286.77, 1175.191820008901],
                     [1562464800000, 289.19, 288.12, 289.19, 287.15, 471.86966851],
                     [1562461200000, 288.67, 289.27, 289.27, 287.81, 293.552434691153],
                     [1562457600000, 288.61, 288.67364316, 289.23, 284.43, 3718.567536787268],
                     [1562454000000, 287.9, 288.61, 288.79, 287.06, 1067.084013766703],
                     [1562450400000, 288.53, 287.9, 289.13, 285.68, 2284.956483378572],
                     [1562446800000, 293.1, 288.74, 293.11, 286.2, 7985.216836761654],
                     [1562443200000, 293.15, 293.1, 294.5, 292.57, 2504.259535682406],
                     [1562439600000, 293.20966668, 293.36, 293.8273772, 291.2, 1607.57042195],
                     [1562436000000, 295.35, 293.37, 295.45, 293.16, 1912.579850616127],
                     [1562432400000, 295.4, 295.01, 296, 294.37, 1856.778164505526],
                     [1562428800000, 297.04, 295.58, 298.46, 295.05357868, 2731.352327521428],
                     [1562425200000, 295.92, 296.97, 298.87, 295.71, 8431.926980094615],
                     [1562421600000, 289.98, 295.91099776, 296.11, 289.44, 3353.321286088616],
                     [1562418000000, 291.2, 289.97, 291.2, 289.48, 2170.08622002123],
                     [1562414400000, 291.65, 291.24, 292, 289.34, 7419.539710627652],
                     [1562410800000, 291.2, 291.43, 291.7, 290.91, 1634.089795559867],
                     [1562407200000, 291.61, 291.2, 292.06491935, 290.69, 1250.69550421],
                     [1562403600000, 291.45, 291.61, 292.14, 290.2, 994.351219206948],
                     [1562400000000, 293.69, 291.47, 295.02, 290.71, 2705.795384536361],
                     [1562396400000, 292.3, 293.65, 293.93, 291.79, 2536.443027858002],
                     [1562392800000, 292.77, 292.28, 294, 291.81782551, 2499.352283691533],
                     [1562389200000, 293.3663992, 292.84, 294.86, 292.42, 5379.338087118942],
                     [1562385600000, 294.02, 293.48, 295.01, 293.22, 4061.178200193957],
                     [1562382000000, 292.7, 294.01, 294.04, 291.97, 624.698914792956],
                     [1562378400000, 292.5, 292.7, 293.873197, 291.71, 269.808436258754],
                     [1562374800000, 294.38, 292.5, 294.5, 291.54, 669.137261408786],
                     [1562371200000, 288.01, 294.35, 294.73, 287.19043177, 3797.344533337384],
                     [1562367600000, 288.44, 287.95, 289.36935018, 286.53, 508.43556896],
                     [1562364000000, 288.94, 288.39, 290.25, 287.2, 1482.63164497],
                     [1562360400000, 287.12, 289.09, 289.65967864, 287.11, 303.1515221],
                     [1562356800000, 290.5, 287.14, 290.69, 285.44, 2604.052203779635],
                     [1562353200000, 291.73, 290.5, 293.17, 290.11, 2095.951424334533],
                     [1562349600000, 292, 291.8, 292.66, 290.65, 1116.00646606002],
                     [1562346000000, 289.53, 292, 292.23, 288.61, 1889.726037959811],
                     [1562342400000, 289.84, 289.73, 291.67, 288, 1334.6396874221],
                     [1562338800000, 292.17, 289.86, 292.66, 287.55, 4350.823336440464],
                     [1562335200000, 292.27, 292.07, 294.37, 291.03, 2072.396702199285],
                     [1562331600000, 292, 292.3, 294, 292, 1250.95577689293],
                     [1562328000000, 293.90895052, 292, 294.07, 291.31, 924.076135295769],
                     [1562324400000, 294.05, 293.9, 294.6364036, 292.93, 1474.640759023059],
                     [1562320800000, 290.54, 294.05, 295.27981785, 290.54, 2318.463007437298],
                     [1562317200000, 285.23, 290.55, 293.66, 285.09, 7339.3052633891575],
                     [1562313600000, 285.84, 285.44, 286.11, 283.33, 1656.517043869724],
                     [1562310000000, 285.09, 285.83, 285.91, 283.62, 2247.662468226648],
                     [1562306400000, 286.96, 285.14, 288.21, 284.37, 2720.031010737149],
                     [1562302800000, 286.54710859, 286.96, 287.5, 286.1, 912.812622206888],
                     [1562299200000, 285.89, 286.53, 286.54466995, 284.67575976, 455.04148099891097],
                     [1562295600000, 284.55, 285.89, 286.51, 283.97, 645.348900826725],
                     [1562292000000, 286.39101283, 284.42141091, 287, 284.42141091, 2076.021365526775],
                     [1562288400000, 284.44061321, 286.39, 286.97, 282.97576328, 5804.788938862283],
                     [1562284800000, 283.19, 284.63, 285.26587168, 281.25, 6256.370816017917],
                     [1562281200000, 293.29, 283.19, 293.29, 280.25, 16377.409411154193],
                     [1562277600000, 292.13571784, 293.29, 293.5, 292.06, 1534.8949945699999],
                     [1562274000000, 292.72, 292.33, 293.28, 291.93, 1815.418630077157],
                     [1562270400000, 294.85, 292.72, 294.85618273, 290.26, 5234.447749719316],
                     [1562266800000, 294.46119033, 294.86, 294.9916087, 293.44, 536.489455314865],
                     [1562263200000, 295.69534597, 294.6, 295.7, 294.03168804, 1253.422531605359],
                     [1562259600000, 295.26394653, 295.69534597, 296.82, 295.2, 1771.946629164279],
                     [1562256000000, 294.12, 295.12, 295.99, 292.98, 2456.761117287422],
                     [1562252400000, 295.94, 294.1, 296.38, 294.1, 1472.175134890017],
                     [1562248800000, 296.11, 295.9, 297.06678214, 294.75449937, 1079.397855417646],
                     [1562245200000, 294.88, 296.06, 296.7, 294.88, 2043.731597803166],
                     [1562241600000, 294.38, 294.76, 295.84, 294.13, 3403.428918912735],
                     [1562238000000, 293.97623048, 294.36, 295.54, 292.6, 4776.616618130325],
                     [1562234400000, 294.36, 293.84, 295.15, 291.85, 4345.65909118065],
                     [1562230800000, 296.5, 294.29, 296.70506963, 293.97, 6287.811689638424],
                     [1562227200000, 295.25, 296.52621167, 296.52621167, 294.27, 2027.720703198558],
                     [1562223600000, 296.6, 295.33260675, 298.72, 295.33260675, 1841.062865236167],
                     [1562220000000, 295.25, 296.59945698, 296.78, 295.22, 1713.616699976313],
                     [1562216400000, 294.15, 295.21, 295.21, 293.88, 1481.679627925961],
                     [1562212800000, 298.23, 294.21, 298.8, 292.34, 6302.928896565222],
                     [1562209200000, 298.98, 298.14, 299.5, 296.64, 3471.619020927389],
                     [1562205600000, 300.08, 298.98, 300.58, 298.86, 2337.578552373277],
                     [1562202000000, 299.65, 300.07, 301.87, 299.3, 4787.890037830652],
                     [1562198400000, 302.21901172, 299.64, 303.5, 299.01, 2283.8200593159722],
                     [1562194800000, 300.56, 302.22, 303.40039444, 298.84, 6903.701603482515],
                     [1562191200000, 295.02, 300.56, 302.5, 294.45, 10358.812733250203],
                     [1562187600000, 294.03, 294.8, 295.43, 292.99, 815.166807523792],
                     [1562184000000, 293.18, 294.03, 294.82, 292.29, 2722.748775037397],
                     [1562180400000, 292.19, 293.02157821, 294.01, 291.60422283, 2016.180535833639],
                     [1562176800000, 292.01, 292.17, 292.51, 290.14, 2798.315346315081],
                     [1562173200000, 289.82, 292.05, 292.5, 289.78, 3256.475799249486],
                     [1562169600000, 295.22, 289.83, 295.23, 289.83, 4633.125421719817],
                     [1562166000000, 294.85, 295.3, 296.1, 293.75, 5128.432523696609],
                     [1562162400000, 293.76, 294.9, 295.77789864, 292.24375238, 3402.3838107427678],
                     [1562158800000, 295.33, 293.76, 296.11, 293.06, 3592.119337521333],
                     [1562155200000, 292.42, 295.26, 295.34, 292.4, 1539.151026631249],
                     [1562151600000, 294.97, 292.42, 295.23, 292.01, 3035.263751159769],
                     [1562148000000, 294.59, 294.84, 296.2, 294.15482647, 2393.08693802853],
                     [1562144400000, 291.96, 294.53, 294.9, 291.3, 3058.429872680864],
                     [1562140800000, 294.82, 291.97, 295.71936269, 291.41, 7777.047083653257],
                     [1562137200000, 297.98, 294.99, 298.13, 294.77, 3879.164247657985],
                     [1562133600000, 298.88, 298.01, 299, 296.4, 1905.419723373114],
                     [1562130000000, 297.47, 298.83, 301.75, 296.86829756, 15517.202153051325],
                     [1562126400000, 295.909059, 297.68, 298, 295.909059, 4672.094582265891],
                     [1562122800000, 293.79, 295.83, 297.17, 292.8, 6727.846224577526],
                     [1562119200000, 297.01, 293.83, 297.37, 293.83, 5562.255507966701],
                     [1562115600000, 296.08426276, 297.03877083, 298.86, 295.14, 8689.836974404941],
                     [1562112000000, 292.71336822, 296.08, 296.12, 292.71336822, 9791.992199128887],
                     [1562108400000, 292.92, 292.93594278, 295.07, 290.31, 8204.260699380968],
                     [1562104800000, 289.2, 292.91, 294.24, 288.72, 2874.387442211366],
                     [1562101200000, 289.24, 289.2, 291.48, 286.55, 6074.786001840982],
                     [1562097600000, 290.03, 289.24990237, 291.71, 289.24, 2996.274698720906],
                     [1562094000000, 289.62, 290.03, 292.82, 288.53, 5139.476471784382],
                     [1562090400000, 292.2, 289.61, 292.49270942, 286.86, 3612.602373276965],
                     [1562086800000, 288.96, 292.15, 292.5, 288.58646844, 3683.910742053373],
                     [1562083200000, 291.51, 288.87, 291.68, 286, 2293.264293835396],
                     [1562079600000, 288.49, 291.78, 291.97, 286.72, 3158.949024633446],
                     [1562076000000, 280.54, 288.43, 288.49, 280.53388884, 6643.733596030642],
                     [1562072400000, 283.23, 280.53, 284.7, 279.5424026, 3788.119476784923],
                     [1562068800000, 277.39, 283.22883141, 286, 276.52, 10690.176330464707],
                     [1562065200000, 280.56, 277.39, 282.74, 273.95, 12576.920863204203],
                     [1562061600000, 282.71, 280.22, 284.54, 278.44, 3531.041957319029],
                     [1562058000000, 284.07, 282.7, 286.56, 281.78, 2857.612177088166],
                     [1562054400000, 278.46, 283.95250067, 284.88, 276.76, 4168.077814438706],
                     [1562050800000, 277.22, 278.87, 279.5, 277.17, 2115.062277665163],
                     [1562047200000, 276.71, 277.26, 281.62, 272.65, 10673.258827023461],
                     [1562043600000, 280.02022806, 276.72, 281, 276, 14754.55885075738],
                     [1562040000000, 289.52, 279.98, 290.39, 276.89, 19589.646887363895],
                     [1562036400000, 288.11915505, 289.36, 289.56, 287.12, 2594.236725234793],
                     [1562032800000, 288.36, 288.12, 290.27, 288.03737519, 2113.392561646159],
                     [1562029200000, 291.56, 288.54, 293.62, 287.67, 4280.869320562249],
                     [1562025600000, 295.58, 291.57, 299.03, 291.5, 9724.069906459914],
                     [1562022000000, 291.46, 295.5, 297.63, 291.14563128, 3326.014683487564],
                     [1562018400000, 293.23, 291.48, 293.27, 290.31, 2825.932836906471],
                     [1562014800000, 290.82, 293.16, 294.84, 290.82, 3624.675055477975],
                     [1562011200000, 284.1958989, 290.71, 292.60889172, 284.19, 9283.234425758577],
                     [1562007600000, 287.16412032, 284.19, 287.16412032, 281, 9898.438534180406],
                     [1562004000000, 284.74, 287.13646584, 287.73730521, 283.37, 4609.520316230599],
                     [1562000400000, 285.35, 284.63, 287.32, 282.62, 4262.964841343437],
                     [1561996800000, 286.42, 285.34, 289.7, 284.35, 6026.798068132093],
                     [1561993200000, 283.07, 286.53, 288.97, 281.5, 19890.7333485207],
                     [1561989600000, 287.19, 283, 290.73, 282.11, 10775.289206436404],
                     [1561986000000, 290.53, 287.27, 291.36, 287.27, 5988.2673219081835],
                     [1561982400000, 295.99, 290.14, 297, 285.94, 14393.420665222136],
                     [1561978800000, 296.71, 295.99, 296.99, 294.27, 3022.437726040742],
                     [1561975200000, 298.88, 296.44, 299.89, 295, 2914.369670844062],
                     [1561971600000, 299.68, 298.99, 300, 298, 2434.092485884046],
                     [1561968000000, 294.95, 299.61, 299.71, 294.55, 4129.501441153225],
                     [1561964400000, 294.85, 294.99, 297.6, 292.53, 3179.141134059615],
                     [1561960800000, 296.71, 294.79, 297.81, 293.85, 2030.232937491254],
                     [1561957200000, 299.17, 296.37, 299.84, 295.33, 4583.326442799895],
                     [1561953600000, 299.16, 299.15, 300.34675801, 296.84, 1340.536547968204],
                     [1561950000000, 298.04, 299.15, 302.47, 296.79794148, 4481.327509019943],
                     [1561946400000, 295.07, 297.87, 299, 293.01, 4146.47421846737],
                     [1561942800000, 295.76, 295.2, 299, 294.2, 3514.497280984894],
                     [1561939200000, 290.8, 295.76, 295.76, 287.64, 6015.255764906366],
                     [1561935600000, 294.48, 290.8, 296.16, 286.76, 5990.069935593896],
                     [1561932000000, 300.44, 294.91, 300.56, 290, 7864.607478509145],
                     [1561928400000, 304.54, 300.4, 304.54, 300, 1669.727407244795],
                     [1561924800000, 302.54, 304.54, 305, 300.62411886, 3668.470019759599],
                     [1561921200000, 300.24, 302.24, 303.51, 300, 1249.78729430409],
                     [1561917600000, 303.11, 300.24, 303.67, 300.19, 1402.14949066398],
                     [1561914000000, 303, 303.02, 304, 299.6, 8427.135278875787],
                     [1561910400000, 296.58, 302.92, 303.67486655, 291, 13365.898945020235],
                     [1561906800000, 297.59, 296.86, 298.33, 296.49, 3524.350252865675],
                     [1561903200000, 295.89808766, 297.58, 298.29, 290, 16392.298974169862],
                     [1561899600000, 304.5, 295.77, 304.94, 293.29, 13131.5588943672],
                     [1561896000000, 302.68, 304.61, 305, 301.37633559, 7268.573793544172],
                     [1561892400000, 303.6, 302.68, 305.21, 301.02, 7720.337907777976],
                     [1561888800000, 310.13, 303.75, 311.27, 300.96, 19264.505667414916],
                     [1561885200000, 310.38, 310.8, 312.1, 307.74, 2177.268020692446],
                     [1561881600000, 308.9, 310.12, 311.36497, 307.5, 3345.968776795459],
                     [1561878000000, 315.93, 308.91, 315.94, 307.28, 7649.354628821737],
                     [1561874400000, 317.85696037, 315.92, 319, 315.29, 2969.739183026164],
                     [1561870800000, 319.0138534, 317.78, 320.02, 314.18, 8905.35294393954],
                     [1561867200000, 318.7, 318.90263416, 320, 318, 1233.469369819015],
                     [1561863600000, 319.63, 318.7, 320.61, 317.35582428, 4149.1751190772075],
                     [1561860000000, 321.79, 319.51, 321.99133319, 318.93, 2918.454756374003],
                     [1561856400000, 323.88, 321.78, 324.44, 318.98, 4319.855207353936],
                     [1561852800000, 317.78117349, 323.74, 324.45, 317.61, 7595.240542933092],
                     [1561849200000, 314.76, 317.42, 325.12, 314.6, 15141.694645117828],
                     [1561845600000, 310.96, 314.76, 315.67, 310.96, 3706.236546962641],
                     [1561842000000, 312.64, 310.95, 314.4, 308.77, 4081.050972364217]][:: -1]
# bullish engulfing
test_candles_9 = [
                     [1563408000000, 211.12544722, 208.75515447, 211.24, 206.61617064,
                      5687.91179254],
                     [1563404400000, 211.18, 211.06, 211.97, 209.39, 3903.5852541],
                     [1563400800000, 213.83, 211.21, 215.78, 210.65, 5217.93338459],
                     [1563397200000, 212.53, 214.03, 217.56, 211.75, 4969.76287031],
                     [1563393600000, 211.56, 212.355192, 213.91, 209, 7392.36780664],
                     [1563390000000, 215.58, 211.34, 216.11, 210.49, 6398.55009345],
                     [1563386400000, 215.77, 215.65, 217.38, 213.12, 6530.47907227],
                     [1563382800000, 213.8, 215.45, 219.46880776, 210.39573393,
                      10537.076849089999],
                     [1563379200000, 212.72, 213.72, 218.81674136, 211.92, 20028.29613262],
                     [1563375600000, 212.48, 212.72, 215.29999439, 210.0378214,
                      14268.87912574],
                     [1563372000000, 204.04, 212.47, 213.24, 204.04, 17403.12827052],
                     [1563368400000, 202.48, 204.04, 204.04, 200.79510684, 5207.83373986],
                     [1563364800000, 196.17, 202.52, 203.72, 193.84, 17816.7678066],
                     [1563361200000, 199.28, 195.96, 200.72914914, 191.6, 21424.63231793],
                     [1563357600000, 201.95, 199.37, 201.95, 197.25, 8888.63532104],
                     [1563354000000, 203.46, 202.1, 204.22, 201.38, 2760.70455357],
                     [1563350400000, 203.62, 203.48, 205.39, 202.17, 7129.79299749],
                     [1563346800000, 201.74853968, 203.77, 204.12, 199.54, 5792.44449367],
                     [1563343200000, 201.71, 201.88, 203.04198656, 200.64, 4388.5427789],
                     [1563339600000, 198.02, 201.72, 201.99, 197.99, 2681.91174694],
                     [1563336000000, 197.7, 198.08, 200.05, 196.36, 5522.50915903],
                     [1563332400000, 196.56, 197.64, 199.32, 196.56, 9666.81279461],
                     [1563328800000, 199.48, 196.56, 199.56, 194, 14392.55764177],
                     [1563325200000, 199.65, 199.65, 200.66, 198.7, 1970.29401251],
                     [1563321600000, 198.67, 199.66, 203.22, 198.63, 3907.50782995],
                     [1563318000000, 200.1, 198.57, 200.62, 195.27365329, 7863.71696862],
                     [1563314400000, 203.89557716, 199.87599598, 204.32, 198.33,
                      5300.03287853],
                     [1563310800000, 202.35, 204.15, 206.57, 198.17, 10144.6887272],
                     [1563307200000, 203.88, 202.36, 207.62, 202.13, 8640.11964383],
                     [1563303600000, 197.7245928, 203.87722992, 204.07, 197.51,
                      9538.5236756],
                     [1563300000000, 198.75, 197.69, 201.98, 196.77178276, 24200.16420442],
                     [1563296400000, 205.71, 198.74, 205.71, 191, 127843.9837017],
                     [1563292800000, 220, 205.55, 220, 205.2, 41450.56297812],
                     [1563289200000, 216.5, 220, 222.25, 216.10500471, 6545.84664981],
                     [1563285600000, 214.74, 216.5, 218.05, 214.57, 6264.41270439],
                     [1563282000000, 218.67, 214.87, 219.18, 211.75488018, 22447.35672087],
                     [1563278400000, 223.46, 218.32, 224.0424498, 216, 8559.598902060001],
                     [1563274800000, 224.22, 223.56534195, 225.9, 220.6, 4469.71039747],
                     [1563271200000, 224.81, 224.22, 225.8, 223.22, 2094.04191476],
                     [1563267600000, 227.5, 224.71, 228.58, 224.41, 4914.98260973],
                     [1563264000000, 225.51, 227.51, 228.1, 223.28, 5868.17264851],
                     [1563260400000, 227, 225.55, 227.3, 222.23, 5361.33693828],
                     [1563256800000, 227.84, 226.92, 228.47, 226.59, 1170.50350414],
                     [1563253200000, 227.47, 228.01, 228.75, 226.28, 1223.39088588],
                     [1563249600000, 226.76, 227.71, 228.58, 224.64722863, 3378.12977919],
                     [1563246000000, 227.92, 226.89, 229.42, 225.32, 2371.01569184],
                     [1563242400000, 231.2, 227.9, 231.2, 226.57, 2437.58695594],
                     [1563238800000, 231.92, 231.14, 233.79, 229.92, 1297.25666676],
                     [1563235200000, 227.59, 231.8020434, 231.98, 227.38, 2448.51931651],
                     [1563231600000, 232.81, 227.71011669, 234.26, 227.13, 37754.22695209],
                     [1563228000000, 227.1, 232.91, 234.32, 227.1, 8523.70477522],
                     [1563224400000, 230.85, 227.37, 232, 226.85, 2012.7743422],
                     [1563220800000, 232.35, 230.44, 233.85, 229.44, 6087.20612457],
                     [1563217200000, 234.33, 232.35953226, 234.33, 230.25, 3122.14189255],
                     [1563213600000, 226.52, 234.32, 234.77, 223, 22566.2296908],
                     [1563210000000, 232.83, 226.54, 232.94, 226.54, 2442.7887045],
                     [1563206400000, 229.7, 232.71, 233.79, 226.99, 12688.02910296],
                     [1563202800000, 229.67, 229.82532, 230.97, 226.71, 6545.15274081],
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                     [1562353200000, 291.73, 290.5, 293.17, 290.11, 2095.951424334533],
                     [1562349600000, 292, 291.8, 292.66, 290.65, 1116.00646606002],
                     [1562346000000, 289.53, 292, 292.23, 288.61, 1889.726037959811],
                     [1562342400000, 289.84, 289.73, 291.67, 288, 1334.6396874221],
                     [1562338800000, 292.17, 289.86, 292.66, 287.55, 4350.823336440464],
                     [1562335200000, 292.27, 292.07, 294.37, 291.03, 2072.396702199285],
                     [1562331600000, 292, 292.3, 294, 292, 1250.95577689293],
                     [1562328000000, 293.90895052, 292, 294.07, 291.31, 924.076135295769],
                     [1562324400000, 294.05, 293.9, 294.6364036, 292.93, 1474.640759023059],
                     [1562320800000, 290.54, 294.05, 295.27981785, 290.54,
                      2318.463007437298],
                     [1562317200000, 285.23, 290.55, 293.66, 285.09, 7339.3052633891575],
                     [1562313600000, 285.84, 285.44, 286.11, 283.33, 1656.517043869724],
                     [1562310000000, 285.09, 285.83, 285.91, 283.62, 2247.662468226648],
                     [1562306400000, 286.96, 285.14, 288.21, 284.37, 2720.031010737149],
                     [1562302800000, 286.54710859, 286.96, 287.5, 286.1, 912.812622206888],
                     [1562299200000, 285.89, 286.53, 286.54466995, 284.67575976,
                      455.04148099891097],
                     [1562295600000, 284.55, 285.89, 286.51, 283.97, 645.348900826725],
                     [1562292000000, 286.39101283, 284.42141091, 287, 284.42141091,
                      2076.021365526775],
                     [1562288400000, 284.44061321, 286.39, 286.97, 282.97576328,
                      5804.788938862283],
                     [1562284800000, 283.19, 284.63, 285.26587168, 281.25,
                      6256.370816017917],
                     [1562281200000, 293.29, 283.19, 293.29, 280.25, 16377.409411154193],
                     [1562277600000, 292.13571784, 293.29, 293.5, 292.06,
                      1534.8949945699999],
                     [1562274000000, 292.72, 292.33, 293.28, 291.93, 1815.418630077157],
                     [1562270400000, 294.85, 292.72, 294.85618273, 290.26,
                      5234.447749719316],
                     [1562266800000, 294.46119033, 294.86, 294.9916087, 293.44,
                      536.489455314865],
                     [1562263200000, 295.69534597, 294.6, 295.7, 294.03168804,
                      1253.422531605359],
                     [1562259600000, 295.26394653, 295.69534597, 296.82, 295.2,
                      1771.946629164279],
                     [1562256000000, 294.12, 295.12, 295.99, 292.98, 2456.761117287422],
                     [1562252400000, 295.94, 294.1, 296.38, 294.1, 1472.175134890017],
                     [1562248800000, 296.11, 295.9, 297.06678214, 294.75449937,
                      1079.397855417646],
                     [1562245200000, 294.88, 296.06, 296.7, 294.88, 2043.731597803166],
                     [1562241600000, 294.38, 294.76, 295.84, 294.13, 3403.428918912735],
                     [1562238000000, 293.97623048, 294.36, 295.54, 292.6,
                      4776.616618130325],
                     [1562234400000, 294.36, 293.84, 295.15, 291.85, 4345.65909118065],
                     [1562230800000, 296.5, 294.29, 296.70506963, 293.97,
                      6287.811689638424],
                     [1562227200000, 295.25, 296.52621167, 296.52621167, 294.27,
                      2027.720703198558],
                     [1562223600000, 296.6, 295.33260675, 298.72, 295.33260675,
                      1841.062865236167],
                     [1562220000000, 295.25, 296.59945698, 296.78, 295.22,
                      1713.616699976313],
                     [1562216400000, 294.15, 295.21, 295.21, 293.88, 1481.679627925961],
                     [1562212800000, 298.23, 294.21, 298.8, 292.34, 6302.928896565222],
                     [1562209200000, 298.98, 298.14, 299.5, 296.64, 3471.619020927389],
                     [1562205600000, 300.08, 298.98, 300.58, 298.86, 2337.578552373277],
                     [1562202000000, 299.65, 300.07, 301.87, 299.3, 4787.890037830652],
                     [1562198400000, 302.21901172, 299.64, 303.5, 299.01,
                      2283.8200593159722],
                     [1562194800000, 300.56, 302.22, 303.40039444, 298.84,
                      6903.701603482515],
                     [1562191200000, 295.02, 300.56, 302.5, 294.45, 10358.812733250203],
                     [1562187600000, 294.03, 294.8, 295.43, 292.99, 815.166807523792],
                     [1562184000000, 293.18, 294.03, 294.82, 292.29, 2722.748775037397],
                     [1562180400000, 292.19, 293.02157821, 294.01, 291.60422283,
                      2016.180535833639],
                     [1562176800000, 292.01, 292.17, 292.51, 290.14, 2798.315346315081],
                     [1562173200000, 289.82, 292.05, 292.5, 289.78, 3256.475799249486],
                     [1562169600000, 295.22, 289.83, 295.23, 289.83, 4633.125421719817],
                     [1562166000000, 294.85, 295.3, 296.1, 293.75, 5128.432523696609],
                     [1562162400000, 293.76, 294.9, 295.77789864, 292.24375238,
                      3402.3838107427678],
                     [1562158800000, 295.33, 293.76, 296.11, 293.06, 3592.119337521333],
                     [1562155200000, 292.42, 295.26, 295.34, 292.4, 1539.151026631249],
                     [1562151600000, 294.97, 292.42, 295.23, 292.01, 3035.263751159769],
                     [1562148000000, 294.59, 294.84, 296.2, 294.15482647, 2393.08693802853],
                     [1562144400000, 291.96, 294.53, 294.9, 291.3, 3058.429872680864],
                     [1562140800000, 294.82, 291.97, 295.71936269, 291.41,
                      7777.047083653257],
                     [1562137200000, 297.98, 294.99, 298.13, 294.77, 3879.164247657985],
                     [1562133600000, 298.88, 298.01, 299, 296.4, 1905.419723373114],
                     [1562130000000, 297.47, 298.83, 301.75, 296.86829756,
                      15517.202153051325],
                     [1562126400000, 295.909059, 297.68, 298, 295.909059,
                      4672.094582265891],
                     [1562122800000, 293.79, 295.83, 297.17, 292.8, 6727.846224577526],
                     [1562119200000, 297.01, 293.83, 297.37, 293.83, 5562.255507966701],
                     [1562115600000, 296.08426276, 297.03877083, 298.86, 295.14,
                      8689.836974404941],
                     [1562112000000, 292.71336822, 296.08, 296.12, 292.71336822,
                      9791.992199128887],
                     [1562108400000, 292.92, 292.93594278, 295.07, 290.31,
                      8204.260699380968],
                     [1562104800000, 289.2, 292.91, 294.24, 288.72, 2874.387442211366],
                     [1562101200000, 289.24, 289.2, 291.48, 286.55, 6074.786001840982],
                     [1562097600000, 290.03, 289.24990237, 291.71, 289.24,
                      2996.274698720906],
                     [1562094000000, 289.62, 290.03, 292.82, 288.53, 5139.476471784382],
                     [1562090400000, 292.2, 289.61, 292.49270942, 286.86,
                      3612.602373276965],
                     [1562086800000, 288.96, 292.15, 292.5, 288.58646844,
                      3683.910742053373],
                     [1562083200000, 291.51, 288.87, 291.68, 286, 2293.264293835396],
                     [1562079600000, 288.49, 291.78, 291.97, 286.72, 3158.949024633446],
                     [1562076000000, 280.54, 288.43, 288.49, 280.53388884,
                      6643.733596030642],
                     [1562072400000, 283.23, 280.53, 284.7, 279.5424026, 3788.119476784923],
                     [1562068800000, 277.39, 283.22883141, 286, 276.52, 10690.176330464707],
                     [1562065200000, 280.56, 277.39, 282.74, 273.95, 12576.920863204203],
                     [1562061600000, 282.71, 280.22, 284.54, 278.44, 3531.041957319029],
                     [1562058000000, 284.07, 282.7, 286.56, 281.78, 2857.612177088166],
                     [1562054400000, 278.46, 283.95250067, 284.88, 276.76,
                      4168.077814438706],
                     [1562050800000, 277.22, 278.87, 279.5, 277.17, 2115.062277665163],
                     [1562047200000, 276.71, 277.26, 281.62, 272.65, 10673.258827023461],
                     [1562043600000, 280.02022806, 276.72, 281, 276, 14754.55885075738],
                     [1562040000000, 289.52, 279.98, 290.39, 276.89, 19589.646887363895],
                     [1562036400000, 288.11915505, 289.36, 289.56, 287.12,
                      2594.236725234793],
                     [1562032800000, 288.36, 288.12, 290.27, 288.03737519,
                      2113.392561646159],
                     [1562029200000, 291.56, 288.54, 293.62, 287.67, 4280.869320562249],
                     [1562025600000, 295.58, 291.57, 299.03, 291.5, 9724.069906459914],
                     [1562022000000, 291.46, 295.5, 297.63, 291.14563128,
                      3326.014683487564],
                     [1562018400000, 293.23, 291.48, 293.27, 290.31, 2825.932836906471],
                     [1562014800000, 290.82, 293.16, 294.84, 290.82, 3624.675055477975],
                     [1562011200000, 284.1958989, 290.71, 292.60889172, 284.19,
                      9283.234425758577],
                     [1562007600000, 287.16412032, 284.19, 287.16412032, 281,
                      9898.438534180406],
                     [1562004000000, 284.74, 287.13646584, 287.73730521, 283.37,
                      4609.520316230599],
                     [1562000400000, 285.35, 284.63, 287.32, 282.62, 4262.964841343437],
                     [1561996800000, 286.42, 285.34, 289.7, 284.35, 6026.798068132093],
                     [1561993200000, 283.07, 286.53, 288.97, 281.5, 19890.7333485207],
                     [1561989600000, 287.19, 283, 290.73, 282.11, 10775.289206436404],
                     [1561986000000, 290.53, 287.27, 291.36, 287.27, 5988.2673219081835],
                     [1561982400000, 295.99, 290.14, 297, 285.94, 14393.420665222136],
                     [1561978800000, 296.71, 295.99, 296.99, 294.27, 3022.437726040742],
                     [1561975200000, 298.88, 296.44, 299.89, 295, 2914.369670844062],
                     [1561971600000, 299.68, 298.99, 300, 298, 2434.092485884046],
                     [1561968000000, 294.95, 299.61, 299.71, 294.55, 4129.501441153225],
                     [1561964400000, 294.85, 294.99, 297.6, 292.53, 3179.141134059615],
                     [1561960800000, 296.71, 294.79, 297.81, 293.85, 2030.232937491254],
                     [1561957200000, 299.17, 296.37, 299.84, 295.33, 4583.326442799895],
                     [1561953600000, 299.16, 299.15, 300.34675801, 296.84,
                      1340.536547968204],
                     [1561950000000, 298.04, 299.15, 302.47, 296.79794148,
                      4481.327509019943],
                     [1561946400000, 295.07, 297.87, 299, 293.01, 4146.47421846737],
                     [1561942800000, 295.76, 295.2, 299, 294.2, 3514.497280984894],
                     [1561939200000, 290.8, 295.76, 295.76, 287.64, 6015.255764906366],
                     [1561935600000, 294.48, 290.8, 296.16, 286.76, 5990.069935593896],
                     [1561932000000, 300.44, 294.91, 300.56, 290, 7864.607478509145],
                     [1561928400000, 304.54, 300.4, 304.54, 300, 1669.727407244795],
                     [1561924800000, 302.54, 304.54, 305, 300.62411886, 3668.470019759599],
                     [1561921200000, 300.24, 302.24, 303.51, 300, 1249.78729430409],
                     [1561917600000, 303.11, 300.24, 303.67, 300.19, 1402.14949066398],
                     [1561914000000, 303, 303.02, 304, 299.6, 8427.135278875787],
                     [1561910400000, 296.58, 302.92, 303.67486655, 291, 13365.898945020235],
                     [1561906800000, 297.59, 296.86, 298.33, 296.49, 3524.350252865675],
                     [1561903200000, 295.89808766, 297.58, 298.29, 290, 16392.298974169862],
                     [1561899600000, 304.5, 295.77, 304.94, 293.29, 13131.5588943672],
                     [1561896000000, 302.68, 304.61, 305, 301.37633559, 7268.573793544172],
                     [1561892400000, 303.6, 302.68, 305.21, 301.02, 7720.337907777976],
                     [1561888800000, 310.13, 303.75, 311.27, 300.96, 19264.505667414916],
                     [1561885200000, 310.38, 310.8, 312.1, 307.74, 2177.268020692446],
                     [1561881600000, 308.9, 310.12, 311.36497, 307.5, 3345.968776795459],
                     [1561878000000, 315.93, 308.91, 315.94, 307.28, 7649.354628821737],
                     [1561874400000, 317.85696037, 315.92, 319, 315.29, 2969.739183026164],
                     [1561870800000, 319.0138534, 317.78, 320.02, 314.18, 8905.35294393954],
                     [1561867200000, 318.7, 318.90263416, 320, 318, 1233.469369819015],
                     [1561863600000, 319.63, 318.7, 320.61, 317.35582428,
                      4149.1751190772075],
                     [1561860000000, 321.79, 319.51, 321.99133319, 318.93,
                      2918.454756374003],
                     [1561856400000, 323.88, 321.78, 324.44, 318.98, 4319.855207353936],
                     [1561852800000, 317.78117349, 323.74, 324.45, 317.61,
                      7595.240542933092],
                     [1561849200000, 314.76, 317.42, 325.12, 314.6, 15141.694645117828],
                     [1561845600000, 310.96, 314.76, 315.67, 310.96, 3706.236546962641],
                     [1561842000000, 312.64, 310.95, 314.4, 308.77, 4081.050972364217]][:: -1]
# adx
test_candles_10 = [(1575547200000, 146.51, 147.03, 149.02, 146.51, 64788.46651),
                   (1575561600000, 147.02, 147.6, 147.97, 146.3, 35810.46053),
                   (1575576000000, 147.6, 148.1, 148.6, 147.37, 25217.5757),
                   (1575590400000, 148.11, 147.26, 148.37, 146.91, 27447.3323),
                   (1575604800000, 147.28, 147.73, 147.89, 147.01, 22167.14581),
                   (1575619200000, 147.76, 146.49, 147.87, 145.74, 53909.23186),
                   (1575633600000, 146.43, 147.21, 147.73, 146.14, 36314.09307),
                   (1575648000000, 147.23, 148.11, 149.77, 146.81, 59085.27809),
                   (1575662400000, 148.1, 148.45, 148.88, 147.75, 21751.60468),
                   (1575676800000, 148.46, 148.39, 148.93, 148.05, 20244.20985),
                   (1575691200000, 148.37, 148.48, 149.49, 148.37, 24431.94446),
                   (1575705600000, 148.47, 147.92, 148.72, 147.14, 41084.33963),
                   (1575720000000, 147.94, 148.28, 148.55, 147.46, 25786.69449),
                   (1575734400000, 148.25, 147.86, 148.42, 147.31, 14739.56495),
                   (1575748800000, 147.86, 147.14, 147.86, 146.85, 14184.9325),
                   (1575763200000, 147.16, 146.69, 147.63, 146.11, 28000.18677),
                   (1575777600000, 146.69, 147.01, 147.28, 146.36, 13086.18636),
                   (1575792000000, 147.0, 148.14, 148.75, 146.89, 46831.93248),
                   (1575806400000, 148.16, 150.68, 151.5, 147.8, 49532.17518),
                   (1575820800000, 150.68, 150.42, 151.62, 149.89, 45154.25859),
                   (1575835200000, 150.42, 150.44, 151.4, 150.12, 22696.86322),
                   (1575849600000, 150.44, 150.31, 151.09, 149.42, 34574.3664),
                   (1575864000000, 150.3, 149.31, 150.96, 149.1, 36952.47141),
                   (1575878400000, 149.31, 149.12, 149.7, 148.79, 35235.53353),
                   (1575892800000, 149.14, 148.02, 151.19, 147.0, 74728.4613),
                   (1575907200000, 148.03, 147.33, 148.33, 147.0, 31595.38308),
                   (1575921600000, 147.34, 147.38, 147.83, 146.56, 30689.77677),
                   (1575936000000, 147.4, 147.23, 148.57, 146.18, 41719.21009),
                   (1575950400000, 147.23, 147.27, 147.48, 146.8, 28132.93679),
                   (1575964800000, 147.26, 147.23, 147.46, 146.67, 29370.52324),
                   (1575979200000, 147.23, 145.14, 147.41, 144.99, 52728.39563),
                   (1575993600000, 145.15, 144.97, 145.69, 144.39, 30935.46894),
                   (1576008000000, 144.91, 145.56, 145.92, 143.81, 20329.31468),
                   (1576022400000, 145.53, 145.49, 146.34, 144.98, 14376.76464),
                   (1576036800000, 145.52, 145.67, 145.81, 144.84, 16870.60197),
                   (1576051200000, 145.67, 145.61, 146.17, 145.3, 22984.67664),
                   (1576065600000, 145.57, 142.8, 146.21, 142.12, 59688.9744),
                   (1576080000000, 142.81, 142.79, 143.58, 142.19, 30949.7625),
                   (1576094400000, 142.78, 143.39, 143.45, 142.45, 12972.32469),
                   (1576108800000, 143.41, 142.08, 144.11, 139.24, 71279.57845),
                   (1576123200000, 142.06, 141.99, 142.71, 141.64, 24942.66734),
                   (1576137600000, 141.95, 144.15, 144.45, 141.12, 63141.897),
                   (1576152000000, 144.13, 143.85, 144.79, 141.85, 43196.63322),
                   (1576166400000, 143.85, 145.06, 145.66, 143.44, 33563.00003),
                   (1576180800000, 145.05, 144.87, 145.85, 144.5, 25491.52833),
                   (1576195200000, 144.87, 144.6, 145.28, 144.22, 22039.34145),
                   (1576209600000, 144.6, 144.45, 145.05, 144.26, 17657.59388),
                   (1576224000000, 144.47, 144.44, 146.0, 142.8, 47793.14329),
                   (1576238400000, 144.41, 144.59, 144.78, 143.83, 28573.15224),
                   (1576252800000, 144.58, 144.48, 145.25, 144.35, 30260.69457),
                   (1576267200000, 144.48, 144.8, 144.82, 143.94, 14371.26013),
                   (1576281600000, 144.8, 144.58, 145.07, 144.28, 11535.79899),
                   (1576296000000, 144.58, 143.96, 144.78, 143.62, 14900.82559),
                   (1576310400000, 143.97, 143.22, 144.0, 142.3, 30718.28981),
                   (1576324800000, 143.23, 141.7, 143.26, 141.19, 29105.57297),
                   (1576339200000, 141.75, 142.16, 142.65, 141.18, 29982.61731),
                   (1576353600000, 142.14, 141.79, 142.4, 141.64, 9989.48734),
                   (1576368000000, 141.79, 141.02, 141.97, 139.92, 31283.91884),
                   (1576382400000, 141.01, 143.25, 144.12, 140.57, 40269.10224),
                   (1576396800000, 143.28, 142.75, 143.97, 142.27, 27656.69354),
                   (1576411200000, 142.75, 143.14, 143.44, 142.01, 25739.84698),
                   (1576425600000, 143.14, 142.85, 143.28, 142.39, 13911.23403),
                   (1576440000000, 142.85, 142.46, 143.17, 142.02, 12328.86314),
                   (1576454400000, 142.46, 141.39, 142.72, 141.04, 18427.64349),
                   (1576468800000, 141.4, 141.27, 141.99, 140.86, 25536.78779),
                   (1576483200000, 141.28, 141.1, 141.58, 140.3, 33342.06145),
                   (1576497600000, 141.12, 140.97, 142.29, 140.7, 43879.82606),
                   (1576512000000, 140.96, 131.79, 141.29, 127.93, 249885.64851),
                   (1576526400000, 131.76, 132.73, 132.98, 130.95, 99946.89212),
                   (1576540800000, 132.72, 131.97, 132.98, 130.8, 37233.03463),
                   (1576555200000, 131.98, 131.05, 132.2, 130.82, 52397.11426),
                   (1576569600000, 131.05, 132.23, 132.32, 130.8, 43057.15502),
                   (1576584000000, 132.27, 127.23, 132.45, 126.49, 155655.16124),
                   (1576598400000, 127.23, 122.85, 128.54, 122.5, 166841.55954),
                   (1576612800000, 122.83, 121.88, 123.33, 119.11, 108073.33532),
                   (1576627200000, 121.88, 123.9, 125.78, 121.33, 76793.22382),
                   (1576641600000, 123.89, 121.69, 124.48, 120.67, 77164.25529),
                   (1576656000000, 121.68, 121.67, 123.98, 121.33, 86415.70582),
                   (1576670400000, 121.68, 127.32, 128.69, 116.26, 339740.14364),
                   (1576684800000, 127.37, 128.74, 129.4, 125.67, 123825.57511),
                   (1576699200000, 128.7, 132.78, 134.87, 128.26, 181022.00966),
                   (1576713600000, 132.8, 129.02, 134.0, 126.5, 123082.11205),
                   (1576728000000, 129.02, 127.45, 129.03, 127.24, 49214.91773),
                   (1576742400000, 127.46, 126.05, 128.47, 125.69, 77885.23575),
                   (1576756800000, 126.07, 127.35, 127.91, 125.86, 69892.35849),
                   (1576771200000, 127.33, 127.5, 128.69, 126.43, 49467.413),
                   (1576785600000, 127.52, 128.1, 128.39, 126.01, 51132.78018),
                   (1576800000000, 128.1, 126.88, 128.6, 126.25, 39549.05608),
                   (1576814400000, 126.88, 127.18, 127.37, 125.84, 29147.74479),
                   (1576828800000, 127.18, 127.37, 127.5, 126.5, 34610.98361),
                   (1576843200000, 127.39, 127.41, 129.39, 126.72, 60275.69681),
                   (1576857600000, 127.41, 128.03, 128.5, 126.98, 31664.60109),
                   (1576872000000, 128.03, 128.19, 128.6, 127.74, 18649.38492),
                   (1576886400000, 128.19, 127.31, 128.4, 126.97, 26395.16905),
                   (1576900800000, 127.31, 127.02, 127.8, 126.84, 24673.7469),
                   (1576915200000, 127.03, 127.39, 127.87, 126.5, 29467.89196),
                   (1576929600000, 127.4, 127.34, 127.8, 126.64, 28235.03061),
                   (1576944000000, 127.33, 127.01, 127.53, 126.77, 11844.541),
                   (1576958400000, 127.03, 126.99, 127.59, 126.77, 14579.73689),
                   (1576972800000, 127.0, 127.14, 127.45, 126.82, 12937.49508),
                   (1576987200000, 127.15, 129.27, 129.4, 126.87, 29219.81714),
                   (1577001600000, 129.3, 129.05, 130.99, 128.56, 53002.751),
                   (1577016000000, 129.03, 129.53, 130.0, 129.02, 22740.64493),
                   (1577030400000, 129.57, 131.94, 132.5, 129.31, 84940.66311),
                   (1577044800000, 131.94, 132.09, 133.07, 131.19, 50299.35287),
                   (1577059200000, 132.12, 133.87, 135.1, 132.1, 86402.71507),
                   (1577073600000, 133.85, 131.67, 133.99, 130.87, 60396.00282),
                   (1577088000000, 131.67, 132.97, 133.52, 131.47, 47626.43829),
                   (1577102400000, 132.97, 133.26, 133.92, 132.44, 51211.55359),
                   (1577116800000, 133.22, 129.08, 134.42, 128.16, 120922.67301),
                   (1577131200000, 129.06, 127.8, 129.14, 126.0, 55041.37377),
                   (1577145600000, 127.8, 127.67, 128.53, 127.29, 36234.04195),
                   (1577160000000, 127.68, 127.15, 128.37, 126.61, 33770.72865),
                   (1577174400000, 127.17, 128.62, 129.04, 126.7, 33720.76499),
                   (1577188800000, 128.62, 127.88, 129.69, 127.08, 40009.23138),
                   (1577203200000, 127.88, 127.8, 128.52, 126.8, 39639.60512),
                   (1577217600000, 127.84, 127.75, 128.44, 127.3, 17262.72889),
                   (1577232000000, 127.7, 125.74, 127.84, 125.11, 43232.3271),
                   (1577246400000, 125.72, 125.66, 126.45, 123.07, 42223.86157),
                   (1577260800000, 125.67, 124.38, 126.12, 124.08, 33182.93001),
                   (1577275200000, 124.38, 124.42, 125.56, 123.35, 44404.7648),
                   (1577289600000, 124.42, 125.43, 125.82, 123.41, 40741.51645),
                   (1577304000000, 125.44, 125.09, 125.97, 124.91, 21219.09097),
                   (1577318400000, 125.09, 124.52, 125.43, 124.32, 17019.466),
                   (1577332800000, 124.52, 124.96, 125.08, 124.37, 19861.16426),
                   (1577347200000, 124.96, 125.14, 126.08, 124.91, 24661.11897),
                   (1577361600000, 125.15, 126.18, 126.69, 124.99, 29940.72332),
                   (1577376000000, 126.18, 128.97, 132.26, 125.55, 119777.37179),
                   (1577390400000, 128.92, 125.58, 129.59, 124.33, 63726.67663),
                   (1577404800000, 125.58, 126.45, 126.63, 125.12, 24291.22232),
                   (1577419200000, 126.47, 124.99, 126.54, 124.47, 37397.85854),
                   (1577433600000, 124.99, 123.66, 125.37, 121.91, 56238.67029),
                   (1577448000000, 123.66, 126.11, 126.6, 122.97, 65440.82683),
                   (1577462400000, 126.09, 125.35, 127.1, 124.56, 40119.50122),
                   (1577476800000, 125.35, 126.29, 126.76, 125.14, 16524.29531),
                   (1577491200000, 126.28, 127.08, 128.31, 125.84, 33053.03344),
                   (1577505600000, 127.08, 127.26, 128.59, 126.69, 36952.72514),
                   (1577520000000, 127.25, 127.34, 128.0, 126.6, 24806.14657),
                   (1577534400000, 127.31, 127.42, 128.49, 126.96, 22563.64807),
                   (1577548800000, 127.44, 129.04, 129.68, 126.84, 57033.85921),
                   (1577563200000, 129.04, 128.11, 129.27, 127.9, 22484.11034),
                   (1577577600000, 128.11, 127.94, 128.16, 127.52, 16121.34435),
                   (1577592000000, 127.97, 128.43, 128.87, 127.61, 19191.9311),
                   (1577606400000, 128.43, 129.39, 129.42, 127.99, 24854.72658),
                   (1577620800000, 129.38, 131.99, 132.44, 128.97, 79602.10923),
                   (1577635200000, 131.98, 134.85, 134.95, 131.86, 68122.10168),
                   (1577649600000, 134.85, 134.36, 138.07, 132.87, 108455.05372),
                   (1577664000000, 134.36, 134.0, 134.66, 133.14, 44829.29349),
                   (1577678400000, 134.0, 135.59, 136.24, 133.99, 49636.89),
                   (1577692800000, 135.62, 133.11, 135.62, 132.45, 80861.58595),
                   (1577707200000, 133.1, 130.63, 133.7, 130.3, 79506.02749),
                   (1577721600000, 130.64, 131.32, 131.99, 130.35, 34803.76383),
                   (1577736000000, 131.31, 131.59, 132.69, 131.05, 30709.6588),
                   (1577750400000, 131.61, 131.26, 131.96, 130.76, 25129.15648),
                   (1577764800000, 131.25, 132.2, 133.07, 131.07, 44162.78572),
                   (1577779200000, 132.17, 131.92, 132.23, 131.22, 32555.05368),
                   (1577793600000, 131.96, 129.73, 133.68, 128.9, 93106.70137),
                   (1577808000000, 129.71, 128.49, 130.51, 128.42, 51027.12357),
                   (1577822400000, 128.47, 129.16, 129.46, 128.17, 18953.16336),
                   (1577836800000, 129.16, 130.2, 130.98, 128.68, 31685.73908),
                   (1577851200000, 130.21, 130.24, 130.75, 130.11, 15457.58966),
                   (1577865600000, 130.24, 130.74, 131.87, 129.87, 27822.94195),
                   (1577880000000, 130.74, 132.08, 132.4, 130.7, 24010.28657),
                   (1577894400000, 132.08, 131.86, 133.05, 131.57, 20158.22421),
                   (1577908800000, 131.86, 130.77, 132.37, 129.74, 25635.7405),
                   (1577923200000, 130.72, 129.1, 130.78, 128.77, 38485.79425),
                   (1577937600000, 129.09, 129.26, 129.99, 128.69, 27580.21466),
                   (1577952000000, 129.23, 129.53, 130.28, 129.21, 25341.92023),
                   (1577966400000, 129.52, 129.59, 130.01, 128.9, 23157.01214),
                   (1577980800000, 129.58, 127.62, 129.78, 126.38, 85534.55202),
                   (1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                   (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                   (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                   (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                   (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                   (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                   (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                   (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                   (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                   (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                   (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                   (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                   (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                   (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                   (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                   (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                   (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                   (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                   (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                   (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                   (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                   (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                   (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                   (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                   (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                   (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                   (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                   (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                   (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                   (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                   (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                   (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                   (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                   (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                   (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                   (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                   (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                   (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                   (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                   (1578556800000, 139.91, 138.6, 140.06, 137.68, 48690.51982)]
# bollinger bands
test_candles_11 = [(1575576000000, 147.6, 148.1, 148.6, 147.37, 25217.5757),
                   (1575590400000, 148.11, 147.26, 148.37, 146.91, 27447.3323),
                   (1575604800000, 147.28, 147.73, 147.89, 147.01, 22167.14581),
                   (1575619200000, 147.76, 146.49, 147.87, 145.74, 53909.23186),
                   (1575633600000, 146.43, 147.21, 147.73, 146.14, 36314.09307),
                   (1575648000000, 147.23, 148.11, 149.77, 146.81, 59085.27809),
                   (1575662400000, 148.1, 148.45, 148.88, 147.75, 21751.60468),
                   (1575676800000, 148.46, 148.39, 148.93, 148.05, 20244.20985),
                   (1575691200000, 148.37, 148.48, 149.49, 148.37, 24431.94446),
                   (1575705600000, 148.47, 147.92, 148.72, 147.14, 41084.33963),
                   (1575720000000, 147.94, 148.28, 148.55, 147.46, 25786.69449),
                   (1575734400000, 148.25, 147.86, 148.42, 147.31, 14739.56495),
                   (1575748800000, 147.86, 147.14, 147.86, 146.85, 14184.9325),
                   (1575763200000, 147.16, 146.69, 147.63, 146.11, 28000.18677),
                   (1575777600000, 146.69, 147.01, 147.28, 146.36, 13086.18636),
                   (1575792000000, 147.0, 148.14, 148.75, 146.89, 46831.93248),
                   (1575806400000, 148.16, 150.68, 151.5, 147.8, 49532.17518),
                   (1575820800000, 150.68, 150.42, 151.62, 149.89, 45154.25859),
                   (1575835200000, 150.42, 150.44, 151.4, 150.12, 22696.86322),
                   (1575849600000, 150.44, 150.31, 151.09, 149.42, 34574.3664),
                   (1575864000000, 150.3, 149.31, 150.96, 149.1, 36952.47141),
                   (1575878400000, 149.31, 149.12, 149.7, 148.79, 35235.53353),
                   (1575892800000, 149.14, 148.02, 151.19, 147.0, 74728.4613),
                   (1575907200000, 148.03, 147.33, 148.33, 147.0, 31595.38308),
                   (1575921600000, 147.34, 147.38, 147.83, 146.56, 30689.77677),
                   (1575936000000, 147.4, 147.23, 148.57, 146.18, 41719.21009),
                   (1575950400000, 147.23, 147.27, 147.48, 146.8, 28132.93679),
                   (1575964800000, 147.26, 147.23, 147.46, 146.67, 29370.52324),
                   (1575979200000, 147.23, 145.14, 147.41, 144.99, 52728.39563),
                   (1575993600000, 145.15, 144.97, 145.69, 144.39, 30935.46894),
                   (1576008000000, 144.91, 145.56, 145.92, 143.81, 20329.31468),
                   (1576022400000, 145.53, 145.49, 146.34, 144.98, 14376.76464),
                   (1576036800000, 145.52, 145.67, 145.81, 144.84, 16870.60197),
                   (1576051200000, 145.67, 145.61, 146.17, 145.3, 22984.67664),
                   (1576065600000, 145.57, 142.8, 146.21, 142.12, 59688.9744),
                   (1576080000000, 142.81, 142.79, 143.58, 142.19, 30949.7625),
                   (1576094400000, 142.78, 143.39, 143.45, 142.45, 12972.32469),
                   (1576108800000, 143.41, 142.08, 144.11, 139.24, 71279.57845),
                   (1576123200000, 142.06, 141.99, 142.71, 141.64, 24942.66734),
                   (1576137600000, 141.95, 144.15, 144.45, 141.12, 63141.897),
                   (1576152000000, 144.13, 143.85, 144.79, 141.85, 43196.63322),
                   (1576166400000, 143.85, 145.06, 145.66, 143.44, 33563.00003),
                   (1576180800000, 145.05, 144.87, 145.85, 144.5, 25491.52833),
                   (1576195200000, 144.87, 144.6, 145.28, 144.22, 22039.34145),
                   (1576209600000, 144.6, 144.45, 145.05, 144.26, 17657.59388),
                   (1576224000000, 144.47, 144.44, 146.0, 142.8, 47793.14329),
                   (1576238400000, 144.41, 144.59, 144.78, 143.83, 28573.15224),
                   (1576252800000, 144.58, 144.48, 145.25, 144.35, 30260.69457),
                   (1576267200000, 144.48, 144.8, 144.82, 143.94, 14371.26013),
                   (1576281600000, 144.8, 144.58, 145.07, 144.28, 11535.79899),
                   (1576296000000, 144.58, 143.96, 144.78, 143.62, 14900.82559),
                   (1576310400000, 143.97, 143.22, 144.0, 142.3, 30718.28981),
                   (1576324800000, 143.23, 141.7, 143.26, 141.19, 29105.57297),
                   (1576339200000, 141.75, 142.16, 142.65, 141.18, 29982.61731),
                   (1576353600000, 142.14, 141.79, 142.4, 141.64, 9989.48734),
                   (1576368000000, 141.79, 141.02, 141.97, 139.92, 31283.91884),
                   (1576382400000, 141.01, 143.25, 144.12, 140.57, 40269.10224),
                   (1576396800000, 143.28, 142.75, 143.97, 142.27, 27656.69354),
                   (1576411200000, 142.75, 143.14, 143.44, 142.01, 25739.84698),
                   (1576425600000, 143.14, 142.85, 143.28, 142.39, 13911.23403),
                   (1576440000000, 142.85, 142.46, 143.17, 142.02, 12328.86314),
                   (1576454400000, 142.46, 141.39, 142.72, 141.04, 18427.64349),
                   (1576468800000, 141.4, 141.27, 141.99, 140.86, 25536.78779),
                   (1576483200000, 141.28, 141.1, 141.58, 140.3, 33342.06145),
                   (1576497600000, 141.12, 140.97, 142.29, 140.7, 43879.82606),
                   (1576512000000, 140.96, 131.79, 141.29, 127.93, 249885.64851),
                   (1576526400000, 131.76, 132.73, 132.98, 130.95, 99946.89212),
                   (1576540800000, 132.72, 131.97, 132.98, 130.8, 37233.03463),
                   (1576555200000, 131.98, 131.05, 132.2, 130.82, 52397.11426),
                   (1576569600000, 131.05, 132.23, 132.32, 130.8, 43057.15502),
                   (1576584000000, 132.27, 127.23, 132.45, 126.49, 155655.16124),
                   (1576598400000, 127.23, 122.85, 128.54, 122.5, 166841.55954),
                   (1576612800000, 122.83, 121.88, 123.33, 119.11, 108073.33532),
                   (1576627200000, 121.88, 123.9, 125.78, 121.33, 76793.22382),
                   (1576641600000, 123.89, 121.69, 124.48, 120.67, 77164.25529),
                   (1576656000000, 121.68, 121.67, 123.98, 121.33, 86415.70582),
                   (1576670400000, 121.68, 127.32, 128.69, 116.26, 339740.14364),
                   (1576684800000, 127.37, 128.74, 129.4, 125.67, 123825.57511),
                   (1576699200000, 128.7, 132.78, 134.87, 128.26, 181022.00966),
                   (1576713600000, 132.8, 129.02, 134.0, 126.5, 123082.11205),
                   (1576728000000, 129.02, 127.45, 129.03, 127.24, 49214.91773),
                   (1576742400000, 127.46, 126.05, 128.47, 125.69, 77885.23575),
                   (1576756800000, 126.07, 127.35, 127.91, 125.86, 69892.35849),
                   (1576771200000, 127.33, 127.5, 128.69, 126.43, 49467.413),
                   (1576785600000, 127.52, 128.1, 128.39, 126.01, 51132.78018),
                   (1576800000000, 128.1, 126.88, 128.6, 126.25, 39549.05608),
                   (1576814400000, 126.88, 127.18, 127.37, 125.84, 29147.74479),
                   (1576828800000, 127.18, 127.37, 127.5, 126.5, 34610.98361),
                   (1576843200000, 127.39, 127.41, 129.39, 126.72, 60275.69681),
                   (1576857600000, 127.41, 128.03, 128.5, 126.98, 31664.60109),
                   (1576872000000, 128.03, 128.19, 128.6, 127.74, 18649.38492),
                   (1576886400000, 128.19, 127.31, 128.4, 126.97, 26395.16905),
                   (1576900800000, 127.31, 127.02, 127.8, 126.84, 24673.7469),
                   (1576915200000, 127.03, 127.39, 127.87, 126.5, 29467.89196),
                   (1576929600000, 127.4, 127.34, 127.8, 126.64, 28235.03061),
                   (1576944000000, 127.33, 127.01, 127.53, 126.77, 11844.541),
                   (1576958400000, 127.03, 126.99, 127.59, 126.77, 14579.73689),
                   (1576972800000, 127.0, 127.14, 127.45, 126.82, 12937.49508),
                   (1576987200000, 127.15, 129.27, 129.4, 126.87, 29219.81714),
                   (1577001600000, 129.3, 129.05, 130.99, 128.56, 53002.751),
                   (1577016000000, 129.03, 129.53, 130.0, 129.02, 22740.64493),
                   (1577030400000, 129.57, 131.94, 132.5, 129.31, 84940.66311),
                   (1577044800000, 131.94, 132.09, 133.07, 131.19, 50299.35287),
                   (1577059200000, 132.12, 133.87, 135.1, 132.1, 86402.71507),
                   (1577073600000, 133.85, 131.67, 133.99, 130.87, 60396.00282),
                   (1577088000000, 131.67, 132.97, 133.52, 131.47, 47626.43829),
                   (1577102400000, 132.97, 133.26, 133.92, 132.44, 51211.55359),
                   (1577116800000, 133.22, 129.08, 134.42, 128.16, 120922.67301),
                   (1577131200000, 129.06, 127.8, 129.14, 126.0, 55041.37377),
                   (1577145600000, 127.8, 127.67, 128.53, 127.29, 36234.04195),
                   (1577160000000, 127.68, 127.15, 128.37, 126.61, 33770.72865),
                   (1577174400000, 127.17, 128.62, 129.04, 126.7, 33720.76499),
                   (1577188800000, 128.62, 127.88, 129.69, 127.08, 40009.23138),
                   (1577203200000, 127.88, 127.8, 128.52, 126.8, 39639.60512),
                   (1577217600000, 127.84, 127.75, 128.44, 127.3, 17262.72889),
                   (1577232000000, 127.7, 125.74, 127.84, 125.11, 43232.3271),
                   (1577246400000, 125.72, 125.66, 126.45, 123.07, 42223.86157),
                   (1577260800000, 125.67, 124.38, 126.12, 124.08, 33182.93001),
                   (1577275200000, 124.38, 124.42, 125.56, 123.35, 44404.7648),
                   (1577289600000, 124.42, 125.43, 125.82, 123.41, 40741.51645),
                   (1577304000000, 125.44, 125.09, 125.97, 124.91, 21219.09097),
                   (1577318400000, 125.09, 124.52, 125.43, 124.32, 17019.466),
                   (1577332800000, 124.52, 124.96, 125.08, 124.37, 19861.16426),
                   (1577347200000, 124.96, 125.14, 126.08, 124.91, 24661.11897),
                   (1577361600000, 125.15, 126.18, 126.69, 124.99, 29940.72332),
                   (1577376000000, 126.18, 128.97, 132.26, 125.55, 119777.37179),
                   (1577390400000, 128.92, 125.58, 129.59, 124.33, 63726.67663),
                   (1577404800000, 125.58, 126.45, 126.63, 125.12, 24291.22232),
                   (1577419200000, 126.47, 124.99, 126.54, 124.47, 37397.85854),
                   (1577433600000, 124.99, 123.66, 125.37, 121.91, 56238.67029),
                   (1577448000000, 123.66, 126.11, 126.6, 122.97, 65440.82683),
                   (1577462400000, 126.09, 125.35, 127.1, 124.56, 40119.50122),
                   (1577476800000, 125.35, 126.29, 126.76, 125.14, 16524.29531),
                   (1577491200000, 126.28, 127.08, 128.31, 125.84, 33053.03344),
                   (1577505600000, 127.08, 127.26, 128.59, 126.69, 36952.72514),
                   (1577520000000, 127.25, 127.34, 128.0, 126.6, 24806.14657),
                   (1577534400000, 127.31, 127.42, 128.49, 126.96, 22563.64807),
                   (1577548800000, 127.44, 129.04, 129.68, 126.84, 57033.85921),
                   (1577563200000, 129.04, 128.11, 129.27, 127.9, 22484.11034),
                   (1577577600000, 128.11, 127.94, 128.16, 127.52, 16121.34435),
                   (1577592000000, 127.97, 128.43, 128.87, 127.61, 19191.9311),
                   (1577606400000, 128.43, 129.39, 129.42, 127.99, 24854.72658),
                   (1577620800000, 129.38, 131.99, 132.44, 128.97, 79602.10923),
                   (1577635200000, 131.98, 134.85, 134.95, 131.86, 68122.10168),
                   (1577649600000, 134.85, 134.36, 138.07, 132.87, 108455.05372),
                   (1577664000000, 134.36, 134.0, 134.66, 133.14, 44829.29349),
                   (1577678400000, 134.0, 135.59, 136.24, 133.99, 49636.89),
                   (1577692800000, 135.62, 133.11, 135.62, 132.45, 80861.58595),
                   (1577707200000, 133.1, 130.63, 133.7, 130.3, 79506.02749),
                   (1577721600000, 130.64, 131.32, 131.99, 130.35, 34803.76383),
                   (1577736000000, 131.31, 131.59, 132.69, 131.05, 30709.6588),
                   (1577750400000, 131.61, 131.26, 131.96, 130.76, 25129.15648),
                   (1577764800000, 131.25, 132.2, 133.07, 131.07, 44162.78572),
                   (1577779200000, 132.17, 131.92, 132.23, 131.22, 32555.05368),
                   (1577793600000, 131.96, 129.73, 133.68, 128.9, 93106.70137),
                   (1577808000000, 129.71, 128.49, 130.51, 128.42, 51027.12357),
                   (1577822400000, 128.47, 129.16, 129.46, 128.17, 18953.16336),
                   (1577836800000, 129.16, 130.2, 130.98, 128.68, 31685.73908),
                   (1577851200000, 130.21, 130.24, 130.75, 130.11, 15457.58966),
                   (1577865600000, 130.24, 130.74, 131.87, 129.87, 27822.94195),
                   (1577880000000, 130.74, 132.08, 132.4, 130.7, 24010.28657),
                   (1577894400000, 132.08, 131.86, 133.05, 131.57, 20158.22421),
                   (1577908800000, 131.86, 130.77, 132.37, 129.74, 25635.7405),
                   (1577923200000, 130.72, 129.1, 130.78, 128.77, 38485.79425),
                   (1577937600000, 129.09, 129.26, 129.99, 128.69, 27580.21466),
                   (1577952000000, 129.23, 129.53, 130.28, 129.21, 25341.92023),
                   (1577966400000, 129.52, 129.59, 130.01, 128.9, 23157.01214),
                   (1577980800000, 129.58, 127.62, 129.78, 126.38, 85534.55202),
                   (1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                   (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                   (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                   (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                   (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                   (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                   (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                   (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                   (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                   (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                   (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                   (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                   (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                   (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                   (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                   (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                   (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                   (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                   (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                   (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                   (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                   (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                   (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                   (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                   (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                   (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                   (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                   (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                   (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                   (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                   (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                   (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                   (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                   (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                   (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                   (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                   (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                   (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                   (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                   (1578556800000, 139.91, 138.24, 140.06, 137.68, 55831.97865),
                   (1578571200000, 138.24, 138.2, 138.93, 137.75, 38213.33663),
                   (1578585600000, 138.19, 136.62, 138.49, 136.37, 13205.50156)]

# bollinger bands width
test_candles_12 = [(1575720000000, 147.94, 148.28, 148.55, 147.46, 25786.69449),
                   (1575734400000, 148.25, 147.86, 148.42, 147.31, 14739.56495),
                   (1575748800000, 147.86, 147.14, 147.86, 146.85, 14184.9325),
                   (1575763200000, 147.16, 146.69, 147.63, 146.11, 28000.18677),
                   (1575777600000, 146.69, 147.01, 147.28, 146.36, 13086.18636),
                   (1575792000000, 147.0, 148.14, 148.75, 146.89, 46831.93248),
                   (1575806400000, 148.16, 150.68, 151.5, 147.8, 49532.17518),
                   (1575820800000, 150.68, 150.42, 151.62, 149.89, 45154.25859),
                   (1575835200000, 150.42, 150.44, 151.4, 150.12, 22696.86322),
                   (1575849600000, 150.44, 150.31, 151.09, 149.42, 34574.3664),
                   (1575864000000, 150.3, 149.31, 150.96, 149.1, 36952.47141),
                   (1575878400000, 149.31, 149.12, 149.7, 148.79, 35235.53353),
                   (1575892800000, 149.14, 148.02, 151.19, 147.0, 74728.4613),
                   (1575907200000, 148.03, 147.33, 148.33, 147.0, 31595.38308),
                   (1575921600000, 147.34, 147.38, 147.83, 146.56, 30689.77677),
                   (1575936000000, 147.4, 147.23, 148.57, 146.18, 41719.21009),
                   (1575950400000, 147.23, 147.27, 147.48, 146.8, 28132.93679),
                   (1575964800000, 147.26, 147.23, 147.46, 146.67, 29370.52324),
                   (1575979200000, 147.23, 145.14, 147.41, 144.99, 52728.39563),
                   (1575993600000, 145.15, 144.97, 145.69, 144.39, 30935.46894),
                   (1576008000000, 144.91, 145.56, 145.92, 143.81, 20329.31468),
                   (1576022400000, 145.53, 145.49, 146.34, 144.98, 14376.76464),
                   (1576036800000, 145.52, 145.67, 145.81, 144.84, 16870.60197),
                   (1576051200000, 145.67, 145.61, 146.17, 145.3, 22984.67664),
                   (1576065600000, 145.57, 142.8, 146.21, 142.12, 59688.9744),
                   (1576080000000, 142.81, 142.79, 143.58, 142.19, 30949.7625),
                   (1576094400000, 142.78, 143.39, 143.45, 142.45, 12972.32469),
                   (1576108800000, 143.41, 142.08, 144.11, 139.24, 71279.57845),
                   (1576123200000, 142.06, 141.99, 142.71, 141.64, 24942.66734),
                   (1576137600000, 141.95, 144.15, 144.45, 141.12, 63141.897),
                   (1576152000000, 144.13, 143.85, 144.79, 141.85, 43196.63322),
                   (1576166400000, 143.85, 145.06, 145.66, 143.44, 33563.00003),
                   (1576180800000, 145.05, 144.87, 145.85, 144.5, 25491.52833),
                   (1576195200000, 144.87, 144.6, 145.28, 144.22, 22039.34145),
                   (1576209600000, 144.6, 144.45, 145.05, 144.26, 17657.59388),
                   (1576224000000, 144.47, 144.44, 146.0, 142.8, 47793.14329),
                   (1576238400000, 144.41, 144.59, 144.78, 143.83, 28573.15224),
                   (1576252800000, 144.58, 144.48, 145.25, 144.35, 30260.69457),
                   (1576267200000, 144.48, 144.8, 144.82, 143.94, 14371.26013),
                   (1576281600000, 144.8, 144.58, 145.07, 144.28, 11535.79899),
                   (1576296000000, 144.58, 143.96, 144.78, 143.62, 14900.82559),
                   (1576310400000, 143.97, 143.22, 144.0, 142.3, 30718.28981),
                   (1576324800000, 143.23, 141.7, 143.26, 141.19, 29105.57297),
                   (1576339200000, 141.75, 142.16, 142.65, 141.18, 29982.61731),
                   (1576353600000, 142.14, 141.79, 142.4, 141.64, 9989.48734),
                   (1576368000000, 141.79, 141.02, 141.97, 139.92, 31283.91884),
                   (1576382400000, 141.01, 143.25, 144.12, 140.57, 40269.10224),
                   (1576396800000, 143.28, 142.75, 143.97, 142.27, 27656.69354),
                   (1576411200000, 142.75, 143.14, 143.44, 142.01, 25739.84698),
                   (1576425600000, 143.14, 142.85, 143.28, 142.39, 13911.23403),
                   (1576440000000, 142.85, 142.46, 143.17, 142.02, 12328.86314),
                   (1576454400000, 142.46, 141.39, 142.72, 141.04, 18427.64349),
                   (1576468800000, 141.4, 141.27, 141.99, 140.86, 25536.78779),
                   (1576483200000, 141.28, 141.1, 141.58, 140.3, 33342.06145),
                   (1576497600000, 141.12, 140.97, 142.29, 140.7, 43879.82606),
                   (1576512000000, 140.96, 131.79, 141.29, 127.93, 249885.64851),
                   (1576526400000, 131.76, 132.73, 132.98, 130.95, 99946.89212),
                   (1576540800000, 132.72, 131.97, 132.98, 130.8, 37233.03463),
                   (1576555200000, 131.98, 131.05, 132.2, 130.82, 52397.11426),
                   (1576569600000, 131.05, 132.23, 132.32, 130.8, 43057.15502),
                   (1576584000000, 132.27, 127.23, 132.45, 126.49, 155655.16124),
                   (1576598400000, 127.23, 122.85, 128.54, 122.5, 166841.55954),
                   (1576612800000, 122.83, 121.88, 123.33, 119.11, 108073.33532),
                   (1576627200000, 121.88, 123.9, 125.78, 121.33, 76793.22382),
                   (1576641600000, 123.89, 121.69, 124.48, 120.67, 77164.25529),
                   (1576656000000, 121.68, 121.67, 123.98, 121.33, 86415.70582),
                   (1576670400000, 121.68, 127.32, 128.69, 116.26, 339740.14364),
                   (1576684800000, 127.37, 128.74, 129.4, 125.67, 123825.57511),
                   (1576699200000, 128.7, 132.78, 134.87, 128.26, 181022.00966),
                   (1576713600000, 132.8, 129.02, 134.0, 126.5, 123082.11205),
                   (1576728000000, 129.02, 127.45, 129.03, 127.24, 49214.91773),
                   (1576742400000, 127.46, 126.05, 128.47, 125.69, 77885.23575),
                   (1576756800000, 126.07, 127.35, 127.91, 125.86, 69892.35849),
                   (1576771200000, 127.33, 127.5, 128.69, 126.43, 49467.413),
                   (1576785600000, 127.52, 128.1, 128.39, 126.01, 51132.78018),
                   (1576800000000, 128.1, 126.88, 128.6, 126.25, 39549.05608),
                   (1576814400000, 126.88, 127.18, 127.37, 125.84, 29147.74479),
                   (1576828800000, 127.18, 127.37, 127.5, 126.5, 34610.98361),
                   (1576843200000, 127.39, 127.41, 129.39, 126.72, 60275.69681),
                   (1576857600000, 127.41, 128.03, 128.5, 126.98, 31664.60109),
                   (1576872000000, 128.03, 128.19, 128.6, 127.74, 18649.38492),
                   (1576886400000, 128.19, 127.31, 128.4, 126.97, 26395.16905),
                   (1576900800000, 127.31, 127.02, 127.8, 126.84, 24673.7469),
                   (1576915200000, 127.03, 127.39, 127.87, 126.5, 29467.89196),
                   (1576929600000, 127.4, 127.34, 127.8, 126.64, 28235.03061),
                   (1576944000000, 127.33, 127.01, 127.53, 126.77, 11844.541),
                   (1576958400000, 127.03, 126.99, 127.59, 126.77, 14579.73689),
                   (1576972800000, 127.0, 127.14, 127.45, 126.82, 12937.49508),
                   (1576987200000, 127.15, 129.27, 129.4, 126.87, 29219.81714),
                   (1577001600000, 129.3, 129.05, 130.99, 128.56, 53002.751),
                   (1577016000000, 129.03, 129.53, 130.0, 129.02, 22740.64493),
                   (1577030400000, 129.57, 131.94, 132.5, 129.31, 84940.66311),
                   (1577044800000, 131.94, 132.09, 133.07, 131.19, 50299.35287),
                   (1577059200000, 132.12, 133.87, 135.1, 132.1, 86402.71507),
                   (1577073600000, 133.85, 131.67, 133.99, 130.87, 60396.00282),
                   (1577088000000, 131.67, 132.97, 133.52, 131.47, 47626.43829),
                   (1577102400000, 132.97, 133.26, 133.92, 132.44, 51211.55359),
                   (1577116800000, 133.22, 129.08, 134.42, 128.16, 120922.67301),
                   (1577131200000, 129.06, 127.8, 129.14, 126.0, 55041.37377),
                   (1577145600000, 127.8, 127.67, 128.53, 127.29, 36234.04195),
                   (1577160000000, 127.68, 127.15, 128.37, 126.61, 33770.72865),
                   (1577174400000, 127.17, 128.62, 129.04, 126.7, 33720.76499),
                   (1577188800000, 128.62, 127.88, 129.69, 127.08, 40009.23138),
                   (1577203200000, 127.88, 127.8, 128.52, 126.8, 39639.60512),
                   (1577217600000, 127.84, 127.75, 128.44, 127.3, 17262.72889),
                   (1577232000000, 127.7, 125.74, 127.84, 125.11, 43232.3271),
                   (1577246400000, 125.72, 125.66, 126.45, 123.07, 42223.86157),
                   (1577260800000, 125.67, 124.38, 126.12, 124.08, 33182.93001),
                   (1577275200000, 124.38, 124.42, 125.56, 123.35, 44404.7648),
                   (1577289600000, 124.42, 125.43, 125.82, 123.41, 40741.51645),
                   (1577304000000, 125.44, 125.09, 125.97, 124.91, 21219.09097),
                   (1577318400000, 125.09, 124.52, 125.43, 124.32, 17019.466),
                   (1577332800000, 124.52, 124.96, 125.08, 124.37, 19861.16426),
                   (1577347200000, 124.96, 125.14, 126.08, 124.91, 24661.11897),
                   (1577361600000, 125.15, 126.18, 126.69, 124.99, 29940.72332),
                   (1577376000000, 126.18, 128.97, 132.26, 125.55, 119777.37179),
                   (1577390400000, 128.92, 125.58, 129.59, 124.33, 63726.67663),
                   (1577404800000, 125.58, 126.45, 126.63, 125.12, 24291.22232),
                   (1577419200000, 126.47, 124.99, 126.54, 124.47, 37397.85854),
                   (1577433600000, 124.99, 123.66, 125.37, 121.91, 56238.67029),
                   (1577448000000, 123.66, 126.11, 126.6, 122.97, 65440.82683),
                   (1577462400000, 126.09, 125.35, 127.1, 124.56, 40119.50122),
                   (1577476800000, 125.35, 126.29, 126.76, 125.14, 16524.29531),
                   (1577491200000, 126.28, 127.08, 128.31, 125.84, 33053.03344),
                   (1577505600000, 127.08, 127.26, 128.59, 126.69, 36952.72514),
                   (1577520000000, 127.25, 127.34, 128.0, 126.6, 24806.14657),
                   (1577534400000, 127.31, 127.42, 128.49, 126.96, 22563.64807),
                   (1577548800000, 127.44, 129.04, 129.68, 126.84, 57033.85921),
                   (1577563200000, 129.04, 128.11, 129.27, 127.9, 22484.11034),
                   (1577577600000, 128.11, 127.94, 128.16, 127.52, 16121.34435),
                   (1577592000000, 127.97, 128.43, 128.87, 127.61, 19191.9311),
                   (1577606400000, 128.43, 129.39, 129.42, 127.99, 24854.72658),
                   (1577620800000, 129.38, 131.99, 132.44, 128.97, 79602.10923),
                   (1577635200000, 131.98, 134.85, 134.95, 131.86, 68122.10168),
                   (1577649600000, 134.85, 134.36, 138.07, 132.87, 108455.05372),
                   (1577664000000, 134.36, 134.0, 134.66, 133.14, 44829.29349),
                   (1577678400000, 134.0, 135.59, 136.24, 133.99, 49636.89),
                   (1577692800000, 135.62, 133.11, 135.62, 132.45, 80861.58595),
                   (1577707200000, 133.1, 130.63, 133.7, 130.3, 79506.02749),
                   (1577721600000, 130.64, 131.32, 131.99, 130.35, 34803.76383),
                   (1577736000000, 131.31, 131.59, 132.69, 131.05, 30709.6588),
                   (1577750400000, 131.61, 131.26, 131.96, 130.76, 25129.15648),
                   (1577764800000, 131.25, 132.2, 133.07, 131.07, 44162.78572),
                   (1577779200000, 132.17, 131.92, 132.23, 131.22, 32555.05368),
                   (1577793600000, 131.96, 129.73, 133.68, 128.9, 93106.70137),
                   (1577808000000, 129.71, 128.49, 130.51, 128.42, 51027.12357),
                   (1577822400000, 128.47, 129.16, 129.46, 128.17, 18953.16336),
                   (1577836800000, 129.16, 130.2, 130.98, 128.68, 31685.73908),
                   (1577851200000, 130.21, 130.24, 130.75, 130.11, 15457.58966),
                   (1577865600000, 130.24, 130.74, 131.87, 129.87, 27822.94195),
                   (1577880000000, 130.74, 132.08, 132.4, 130.7, 24010.28657),
                   (1577894400000, 132.08, 131.86, 133.05, 131.57, 20158.22421),
                   (1577908800000, 131.86, 130.77, 132.37, 129.74, 25635.7405),
                   (1577923200000, 130.72, 129.1, 130.78, 128.77, 38485.79425),
                   (1577937600000, 129.09, 129.26, 129.99, 128.69, 27580.21466),
                   (1577952000000, 129.23, 129.53, 130.28, 129.21, 25341.92023),
                   (1577966400000, 129.52, 129.59, 130.01, 128.9, 23157.01214),
                   (1577980800000, 129.58, 127.62, 129.78, 126.38, 85534.55202),
                   (1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                   (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                   (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                   (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                   (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                   (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                   (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                   (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                   (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                   (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                   (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                   (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                   (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                   (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                   (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                   (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                   (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                   (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                   (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                   (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                   (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                   (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                   (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                   (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                   (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                   (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                   (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                   (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                   (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                   (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                   (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                   (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                   (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                   (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                   (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                   (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                   (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                   (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                   (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                   (1578556800000, 139.91, 138.24, 140.06, 137.68, 55831.97865),
                   (1578571200000, 138.24, 138.2, 138.93, 137.75, 38213.33663),
                   (1578585600000, 138.19, 137.54, 138.49, 135.3, 86229.7553),
                   (1578600000000, 137.52, 137.74, 139.33, 136.06, 91692.8898),
                   (1578614400000, 137.73, 136.98, 137.98, 136.32, 31293.60499),
                   (1578628800000, 136.99, 136.63, 137.14, 135.32, 39397.41753),
                   (1578643200000, 136.62, 138.43, 139.03, 135.34, 70483.8208),
                   (1578657600000, 138.42, 142.51, 143.0, 138.05, 99766.17131),
                   (1578672000000, 142.53, 143.42, 145.17, 140.62, 128205.94818),
                   (1578686400000, 143.42, 144.84, 145.0, 141.6, 40256.63226),
                   (1578700800000, 144.83, 143.47, 145.33, 142.8, 60605.83939),
                   (1578715200000, 143.47, 142.93, 144.05, 142.09, 40379.42314)]
# keltner
test_candles_13 = [(1575576000000, 147.6, 148.1, 148.6, 147.37, 25217.5757),
                   (1575590400000, 148.11, 147.26, 148.37, 146.91, 27447.3323),
                   (1575604800000, 147.28, 147.73, 147.89, 147.01, 22167.14581),
                   (1575619200000, 147.76, 146.49, 147.87, 145.74, 53909.23186),
                   (1575633600000, 146.43, 147.21, 147.73, 146.14, 36314.09307),
                   (1575648000000, 147.23, 148.11, 149.77, 146.81, 59085.27809),
                   (1575662400000, 148.1, 148.45, 148.88, 147.75, 21751.60468),
                   (1575676800000, 148.46, 148.39, 148.93, 148.05, 20244.20985),
                   (1575691200000, 148.37, 148.48, 149.49, 148.37, 24431.94446),
                   (1575705600000, 148.47, 147.92, 148.72, 147.14, 41084.33963),
                   (1575720000000, 147.94, 148.28, 148.55, 147.46, 25786.69449),
                   (1575734400000, 148.25, 147.86, 148.42, 147.31, 14739.56495),
                   (1575748800000, 147.86, 147.14, 147.86, 146.85, 14184.9325),
                   (1575763200000, 147.16, 146.69, 147.63, 146.11, 28000.18677),
                   (1575777600000, 146.69, 147.01, 147.28, 146.36, 13086.18636),
                   (1575792000000, 147.0, 148.14, 148.75, 146.89, 46831.93248),
                   (1575806400000, 148.16, 150.68, 151.5, 147.8, 49532.17518),
                   (1575820800000, 150.68, 150.42, 151.62, 149.89, 45154.25859),
                   (1575835200000, 150.42, 150.44, 151.4, 150.12, 22696.86322),
                   (1575849600000, 150.44, 150.31, 151.09, 149.42, 34574.3664),
                   (1575864000000, 150.3, 149.31, 150.96, 149.1, 36952.47141),
                   (1575878400000, 149.31, 149.12, 149.7, 148.79, 35235.53353),
                   (1575892800000, 149.14, 148.02, 151.19, 147.0, 74728.4613),
                   (1575907200000, 148.03, 147.33, 148.33, 147.0, 31595.38308),
                   (1575921600000, 147.34, 147.38, 147.83, 146.56, 30689.77677),
                   (1575936000000, 147.4, 147.23, 148.57, 146.18, 41719.21009),
                   (1575950400000, 147.23, 147.27, 147.48, 146.8, 28132.93679),
                   (1575964800000, 147.26, 147.23, 147.46, 146.67, 29370.52324),
                   (1575979200000, 147.23, 145.14, 147.41, 144.99, 52728.39563),
                   (1575993600000, 145.15, 144.97, 145.69, 144.39, 30935.46894),
                   (1576008000000, 144.91, 145.56, 145.92, 143.81, 20329.31468),
                   (1576022400000, 145.53, 145.49, 146.34, 144.98, 14376.76464),
                   (1576036800000, 145.52, 145.67, 145.81, 144.84, 16870.60197),
                   (1576051200000, 145.67, 145.61, 146.17, 145.3, 22984.67664),
                   (1576065600000, 145.57, 142.8, 146.21, 142.12, 59688.9744),
                   (1576080000000, 142.81, 142.79, 143.58, 142.19, 30949.7625),
                   (1576094400000, 142.78, 143.39, 143.45, 142.45, 12972.32469),
                   (1576108800000, 143.41, 142.08, 144.11, 139.24, 71279.57845),
                   (1576123200000, 142.06, 141.99, 142.71, 141.64, 24942.66734),
                   (1576137600000, 141.95, 144.15, 144.45, 141.12, 63141.897),
                   (1576152000000, 144.13, 143.85, 144.79, 141.85, 43196.63322),
                   (1576166400000, 143.85, 145.06, 145.66, 143.44, 33563.00003),
                   (1576180800000, 145.05, 144.87, 145.85, 144.5, 25491.52833),
                   (1576195200000, 144.87, 144.6, 145.28, 144.22, 22039.34145),
                   (1576209600000, 144.6, 144.45, 145.05, 144.26, 17657.59388),
                   (1576224000000, 144.47, 144.44, 146.0, 142.8, 47793.14329),
                   (1576238400000, 144.41, 144.59, 144.78, 143.83, 28573.15224),
                   (1576252800000, 144.58, 144.48, 145.25, 144.35, 30260.69457),
                   (1576267200000, 144.48, 144.8, 144.82, 143.94, 14371.26013),
                   (1576281600000, 144.8, 144.58, 145.07, 144.28, 11535.79899),
                   (1576296000000, 144.58, 143.96, 144.78, 143.62, 14900.82559),
                   (1576310400000, 143.97, 143.22, 144.0, 142.3, 30718.28981),
                   (1576324800000, 143.23, 141.7, 143.26, 141.19, 29105.57297),
                   (1576339200000, 141.75, 142.16, 142.65, 141.18, 29982.61731),
                   (1576353600000, 142.14, 141.79, 142.4, 141.64, 9989.48734),
                   (1576368000000, 141.79, 141.02, 141.97, 139.92, 31283.91884),
                   (1576382400000, 141.01, 143.25, 144.12, 140.57, 40269.10224),
                   (1576396800000, 143.28, 142.75, 143.97, 142.27, 27656.69354),
                   (1576411200000, 142.75, 143.14, 143.44, 142.01, 25739.84698),
                   (1576425600000, 143.14, 142.85, 143.28, 142.39, 13911.23403),
                   (1576440000000, 142.85, 142.46, 143.17, 142.02, 12328.86314),
                   (1576454400000, 142.46, 141.39, 142.72, 141.04, 18427.64349),
                   (1576468800000, 141.4, 141.27, 141.99, 140.86, 25536.78779),
                   (1576483200000, 141.28, 141.1, 141.58, 140.3, 33342.06145),
                   (1576497600000, 141.12, 140.97, 142.29, 140.7, 43879.82606),
                   (1576512000000, 140.96, 131.79, 141.29, 127.93, 249885.64851),
                   (1576526400000, 131.76, 132.73, 132.98, 130.95, 99946.89212),
                   (1576540800000, 132.72, 131.97, 132.98, 130.8, 37233.03463),
                   (1576555200000, 131.98, 131.05, 132.2, 130.82, 52397.11426),
                   (1576569600000, 131.05, 132.23, 132.32, 130.8, 43057.15502),
                   (1576584000000, 132.27, 127.23, 132.45, 126.49, 155655.16124),
                   (1576598400000, 127.23, 122.85, 128.54, 122.5, 166841.55954),
                   (1576612800000, 122.83, 121.88, 123.33, 119.11, 108073.33532),
                   (1576627200000, 121.88, 123.9, 125.78, 121.33, 76793.22382),
                   (1576641600000, 123.89, 121.69, 124.48, 120.67, 77164.25529),
                   (1576656000000, 121.68, 121.67, 123.98, 121.33, 86415.70582),
                   (1576670400000, 121.68, 127.32, 128.69, 116.26, 339740.14364),
                   (1576684800000, 127.37, 128.74, 129.4, 125.67, 123825.57511),
                   (1576699200000, 128.7, 132.78, 134.87, 128.26, 181022.00966),
                   (1576713600000, 132.8, 129.02, 134.0, 126.5, 123082.11205),
                   (1576728000000, 129.02, 127.45, 129.03, 127.24, 49214.91773),
                   (1576742400000, 127.46, 126.05, 128.47, 125.69, 77885.23575),
                   (1576756800000, 126.07, 127.35, 127.91, 125.86, 69892.35849),
                   (1576771200000, 127.33, 127.5, 128.69, 126.43, 49467.413),
                   (1576785600000, 127.52, 128.1, 128.39, 126.01, 51132.78018),
                   (1576800000000, 128.1, 126.88, 128.6, 126.25, 39549.05608),
                   (1576814400000, 126.88, 127.18, 127.37, 125.84, 29147.74479),
                   (1576828800000, 127.18, 127.37, 127.5, 126.5, 34610.98361),
                   (1576843200000, 127.39, 127.41, 129.39, 126.72, 60275.69681),
                   (1576857600000, 127.41, 128.03, 128.5, 126.98, 31664.60109),
                   (1576872000000, 128.03, 128.19, 128.6, 127.74, 18649.38492),
                   (1576886400000, 128.19, 127.31, 128.4, 126.97, 26395.16905),
                   (1576900800000, 127.31, 127.02, 127.8, 126.84, 24673.7469),
                   (1576915200000, 127.03, 127.39, 127.87, 126.5, 29467.89196),
                   (1576929600000, 127.4, 127.34, 127.8, 126.64, 28235.03061),
                   (1576944000000, 127.33, 127.01, 127.53, 126.77, 11844.541),
                   (1576958400000, 127.03, 126.99, 127.59, 126.77, 14579.73689),
                   (1576972800000, 127.0, 127.14, 127.45, 126.82, 12937.49508),
                   (1576987200000, 127.15, 129.27, 129.4, 126.87, 29219.81714),
                   (1577001600000, 129.3, 129.05, 130.99, 128.56, 53002.751),
                   (1577016000000, 129.03, 129.53, 130.0, 129.02, 22740.64493),
                   (1577030400000, 129.57, 131.94, 132.5, 129.31, 84940.66311),
                   (1577044800000, 131.94, 132.09, 133.07, 131.19, 50299.35287),
                   (1577059200000, 132.12, 133.87, 135.1, 132.1, 86402.71507),
                   (1577073600000, 133.85, 131.67, 133.99, 130.87, 60396.00282),
                   (1577088000000, 131.67, 132.97, 133.52, 131.47, 47626.43829),
                   (1577102400000, 132.97, 133.26, 133.92, 132.44, 51211.55359),
                   (1577116800000, 133.22, 129.08, 134.42, 128.16, 120922.67301),
                   (1577131200000, 129.06, 127.8, 129.14, 126.0, 55041.37377),
                   (1577145600000, 127.8, 127.67, 128.53, 127.29, 36234.04195),
                   (1577160000000, 127.68, 127.15, 128.37, 126.61, 33770.72865),
                   (1577174400000, 127.17, 128.62, 129.04, 126.7, 33720.76499),
                   (1577188800000, 128.62, 127.88, 129.69, 127.08, 40009.23138),
                   (1577203200000, 127.88, 127.8, 128.52, 126.8, 39639.60512),
                   (1577217600000, 127.84, 127.75, 128.44, 127.3, 17262.72889),
                   (1577232000000, 127.7, 125.74, 127.84, 125.11, 43232.3271),
                   (1577246400000, 125.72, 125.66, 126.45, 123.07, 42223.86157),
                   (1577260800000, 125.67, 124.38, 126.12, 124.08, 33182.93001),
                   (1577275200000, 124.38, 124.42, 125.56, 123.35, 44404.7648),
                   (1577289600000, 124.42, 125.43, 125.82, 123.41, 40741.51645),
                   (1577304000000, 125.44, 125.09, 125.97, 124.91, 21219.09097),
                   (1577318400000, 125.09, 124.52, 125.43, 124.32, 17019.466),
                   (1577332800000, 124.52, 124.96, 125.08, 124.37, 19861.16426),
                   (1577347200000, 124.96, 125.14, 126.08, 124.91, 24661.11897),
                   (1577361600000, 125.15, 126.18, 126.69, 124.99, 29940.72332),
                   (1577376000000, 126.18, 128.97, 132.26, 125.55, 119777.37179),
                   (1577390400000, 128.92, 125.58, 129.59, 124.33, 63726.67663),
                   (1577404800000, 125.58, 126.45, 126.63, 125.12, 24291.22232),
                   (1577419200000, 126.47, 124.99, 126.54, 124.47, 37397.85854),
                   (1577433600000, 124.99, 123.66, 125.37, 121.91, 56238.67029),
                   (1577448000000, 123.66, 126.11, 126.6, 122.97, 65440.82683),
                   (1577462400000, 126.09, 125.35, 127.1, 124.56, 40119.50122),
                   (1577476800000, 125.35, 126.29, 126.76, 125.14, 16524.29531),
                   (1577491200000, 126.28, 127.08, 128.31, 125.84, 33053.03344),
                   (1577505600000, 127.08, 127.26, 128.59, 126.69, 36952.72514),
                   (1577520000000, 127.25, 127.34, 128.0, 126.6, 24806.14657),
                   (1577534400000, 127.31, 127.42, 128.49, 126.96, 22563.64807),
                   (1577548800000, 127.44, 129.04, 129.68, 126.84, 57033.85921),
                   (1577563200000, 129.04, 128.11, 129.27, 127.9, 22484.11034),
                   (1577577600000, 128.11, 127.94, 128.16, 127.52, 16121.34435),
                   (1577592000000, 127.97, 128.43, 128.87, 127.61, 19191.9311),
                   (1577606400000, 128.43, 129.39, 129.42, 127.99, 24854.72658),
                   (1577620800000, 129.38, 131.99, 132.44, 128.97, 79602.10923),
                   (1577635200000, 131.98, 134.85, 134.95, 131.86, 68122.10168),
                   (1577649600000, 134.85, 134.36, 138.07, 132.87, 108455.05372),
                   (1577664000000, 134.36, 134.0, 134.66, 133.14, 44829.29349),
                   (1577678400000, 134.0, 135.59, 136.24, 133.99, 49636.89),
                   (1577692800000, 135.62, 133.11, 135.62, 132.45, 80861.58595),
                   (1577707200000, 133.1, 130.63, 133.7, 130.3, 79506.02749),
                   (1577721600000, 130.64, 131.32, 131.99, 130.35, 34803.76383),
                   (1577736000000, 131.31, 131.59, 132.69, 131.05, 30709.6588),
                   (1577750400000, 131.61, 131.26, 131.96, 130.76, 25129.15648),
                   (1577764800000, 131.25, 132.2, 133.07, 131.07, 44162.78572),
                   (1577779200000, 132.17, 131.92, 132.23, 131.22, 32555.05368),
                   (1577793600000, 131.96, 129.73, 133.68, 128.9, 93106.70137),
                   (1577808000000, 129.71, 128.49, 130.51, 128.42, 51027.12357),
                   (1577822400000, 128.47, 129.16, 129.46, 128.17, 18953.16336),
                   (1577836800000, 129.16, 130.2, 130.98, 128.68, 31685.73908),
                   (1577851200000, 130.21, 130.24, 130.75, 130.11, 15457.58966),
                   (1577865600000, 130.24, 130.74, 131.87, 129.87, 27822.94195),
                   (1577880000000, 130.74, 132.08, 132.4, 130.7, 24010.28657),
                   (1577894400000, 132.08, 131.86, 133.05, 131.57, 20158.22421),
                   (1577908800000, 131.86, 130.77, 132.37, 129.74, 25635.7405),
                   (1577923200000, 130.72, 129.1, 130.78, 128.77, 38485.79425),
                   (1577937600000, 129.09, 129.26, 129.99, 128.69, 27580.21466),
                   (1577952000000, 129.23, 129.53, 130.28, 129.21, 25341.92023),
                   (1577966400000, 129.52, 129.59, 130.01, 128.9, 23157.01214),
                   (1577980800000, 129.58, 127.62, 129.78, 126.38, 85534.55202),
                   (1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                   (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                   (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                   (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                   (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                   (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                   (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                   (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                   (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                   (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                   (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                   (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                   (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                   (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                   (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                   (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                   (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                   (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                   (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                   (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                   (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                   (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                   (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                   (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                   (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                   (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                   (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                   (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                   (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                   (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                   (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                   (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                   (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                   (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                   (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                   (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                   (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                   (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                   (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                   (1578556800000, 139.91, 138.24, 140.06, 137.68, 55831.97865),
                   (1578571200000, 138.24, 138.2, 138.93, 137.75, 38213.33663),
                   (1578585600000, 138.19, 136.62, 138.49, 136.37, 13205.50156)]
# rsi
test_candles_14 = [(1575720000000, 147.94, 148.28, 148.55, 147.46, 25786.69449),
                   (1575734400000, 148.25, 147.86, 148.42, 147.31, 14739.56495),
                   (1575748800000, 147.86, 147.14, 147.86, 146.85, 14184.9325),
                   (1575763200000, 147.16, 146.69, 147.63, 146.11, 28000.18677),
                   (1575777600000, 146.69, 147.01, 147.28, 146.36, 13086.18636),
                   (1575792000000, 147.0, 148.14, 148.75, 146.89, 46831.93248),
                   (1575806400000, 148.16, 150.68, 151.5, 147.8, 49532.17518),
                   (1575820800000, 150.68, 150.42, 151.62, 149.89, 45154.25859),
                   (1575835200000, 150.42, 150.44, 151.4, 150.12, 22696.86322),
                   (1575849600000, 150.44, 150.31, 151.09, 149.42, 34574.3664),
                   (1575864000000, 150.3, 149.31, 150.96, 149.1, 36952.47141),
                   (1575878400000, 149.31, 149.12, 149.7, 148.79, 35235.53353),
                   (1575892800000, 149.14, 148.02, 151.19, 147.0, 74728.4613),
                   (1575907200000, 148.03, 147.33, 148.33, 147.0, 31595.38308),
                   (1575921600000, 147.34, 147.38, 147.83, 146.56, 30689.77677),
                   (1575936000000, 147.4, 147.23, 148.57, 146.18, 41719.21009),
                   (1575950400000, 147.23, 147.27, 147.48, 146.8, 28132.93679),
                   (1575964800000, 147.26, 147.23, 147.46, 146.67, 29370.52324),
                   (1575979200000, 147.23, 145.14, 147.41, 144.99, 52728.39563),
                   (1575993600000, 145.15, 144.97, 145.69, 144.39, 30935.46894),
                   (1576008000000, 144.91, 145.56, 145.92, 143.81, 20329.31468),
                   (1576022400000, 145.53, 145.49, 146.34, 144.98, 14376.76464),
                   (1576036800000, 145.52, 145.67, 145.81, 144.84, 16870.60197),
                   (1576051200000, 145.67, 145.61, 146.17, 145.3, 22984.67664),
                   (1576065600000, 145.57, 142.8, 146.21, 142.12, 59688.9744),
                   (1576080000000, 142.81, 142.79, 143.58, 142.19, 30949.7625),
                   (1576094400000, 142.78, 143.39, 143.45, 142.45, 12972.32469),
                   (1576108800000, 143.41, 142.08, 144.11, 139.24, 71279.57845),
                   (1576123200000, 142.06, 141.99, 142.71, 141.64, 24942.66734),
                   (1576137600000, 141.95, 144.15, 144.45, 141.12, 63141.897),
                   (1576152000000, 144.13, 143.85, 144.79, 141.85, 43196.63322),
                   (1576166400000, 143.85, 145.06, 145.66, 143.44, 33563.00003),
                   (1576180800000, 145.05, 144.87, 145.85, 144.5, 25491.52833),
                   (1576195200000, 144.87, 144.6, 145.28, 144.22, 22039.34145),
                   (1576209600000, 144.6, 144.45, 145.05, 144.26, 17657.59388),
                   (1576224000000, 144.47, 144.44, 146.0, 142.8, 47793.14329),
                   (1576238400000, 144.41, 144.59, 144.78, 143.83, 28573.15224),
                   (1576252800000, 144.58, 144.48, 145.25, 144.35, 30260.69457),
                   (1576267200000, 144.48, 144.8, 144.82, 143.94, 14371.26013),
                   (1576281600000, 144.8, 144.58, 145.07, 144.28, 11535.79899),
                   (1576296000000, 144.58, 143.96, 144.78, 143.62, 14900.82559),
                   (1576310400000, 143.97, 143.22, 144.0, 142.3, 30718.28981),
                   (1576324800000, 143.23, 141.7, 143.26, 141.19, 29105.57297),
                   (1576339200000, 141.75, 142.16, 142.65, 141.18, 29982.61731),
                   (1576353600000, 142.14, 141.79, 142.4, 141.64, 9989.48734),
                   (1576368000000, 141.79, 141.02, 141.97, 139.92, 31283.91884),
                   (1576382400000, 141.01, 143.25, 144.12, 140.57, 40269.10224),
                   (1576396800000, 143.28, 142.75, 143.97, 142.27, 27656.69354),
                   (1576411200000, 142.75, 143.14, 143.44, 142.01, 25739.84698),
                   (1576425600000, 143.14, 142.85, 143.28, 142.39, 13911.23403),
                   (1576440000000, 142.85, 142.46, 143.17, 142.02, 12328.86314),
                   (1576454400000, 142.46, 141.39, 142.72, 141.04, 18427.64349),
                   (1576468800000, 141.4, 141.27, 141.99, 140.86, 25536.78779),
                   (1576483200000, 141.28, 141.1, 141.58, 140.3, 33342.06145),
                   (1576497600000, 141.12, 140.97, 142.29, 140.7, 43879.82606),
                   (1576512000000, 140.96, 131.79, 141.29, 127.93, 249885.64851),
                   (1576526400000, 131.76, 132.73, 132.98, 130.95, 99946.89212),
                   (1576540800000, 132.72, 131.97, 132.98, 130.8, 37233.03463),
                   (1576555200000, 131.98, 131.05, 132.2, 130.82, 52397.11426),
                   (1576569600000, 131.05, 132.23, 132.32, 130.8, 43057.15502),
                   (1576584000000, 132.27, 127.23, 132.45, 126.49, 155655.16124),
                   (1576598400000, 127.23, 122.85, 128.54, 122.5, 166841.55954),
                   (1576612800000, 122.83, 121.88, 123.33, 119.11, 108073.33532),
                   (1576627200000, 121.88, 123.9, 125.78, 121.33, 76793.22382),
                   (1576641600000, 123.89, 121.69, 124.48, 120.67, 77164.25529),
                   (1576656000000, 121.68, 121.67, 123.98, 121.33, 86415.70582),
                   (1576670400000, 121.68, 127.32, 128.69, 116.26, 339740.14364),
                   (1576684800000, 127.37, 128.74, 129.4, 125.67, 123825.57511),
                   (1576699200000, 128.7, 132.78, 134.87, 128.26, 181022.00966),
                   (1576713600000, 132.8, 129.02, 134.0, 126.5, 123082.11205),
                   (1576728000000, 129.02, 127.45, 129.03, 127.24, 49214.91773),
                   (1576742400000, 127.46, 126.05, 128.47, 125.69, 77885.23575),
                   (1576756800000, 126.07, 127.35, 127.91, 125.86, 69892.35849),
                   (1576771200000, 127.33, 127.5, 128.69, 126.43, 49467.413),
                   (1576785600000, 127.52, 128.1, 128.39, 126.01, 51132.78018),
                   (1576800000000, 128.1, 126.88, 128.6, 126.25, 39549.05608),
                   (1576814400000, 126.88, 127.18, 127.37, 125.84, 29147.74479),
                   (1576828800000, 127.18, 127.37, 127.5, 126.5, 34610.98361),
                   (1576843200000, 127.39, 127.41, 129.39, 126.72, 60275.69681),
                   (1576857600000, 127.41, 128.03, 128.5, 126.98, 31664.60109),
                   (1576872000000, 128.03, 128.19, 128.6, 127.74, 18649.38492),
                   (1576886400000, 128.19, 127.31, 128.4, 126.97, 26395.16905),
                   (1576900800000, 127.31, 127.02, 127.8, 126.84, 24673.7469),
                   (1576915200000, 127.03, 127.39, 127.87, 126.5, 29467.89196),
                   (1576929600000, 127.4, 127.34, 127.8, 126.64, 28235.03061),
                   (1576944000000, 127.33, 127.01, 127.53, 126.77, 11844.541),
                   (1576958400000, 127.03, 126.99, 127.59, 126.77, 14579.73689),
                   (1576972800000, 127.0, 127.14, 127.45, 126.82, 12937.49508),
                   (1576987200000, 127.15, 129.27, 129.4, 126.87, 29219.81714),
                   (1577001600000, 129.3, 129.05, 130.99, 128.56, 53002.751),
                   (1577016000000, 129.03, 129.53, 130.0, 129.02, 22740.64493),
                   (1577030400000, 129.57, 131.94, 132.5, 129.31, 84940.66311),
                   (1577044800000, 131.94, 132.09, 133.07, 131.19, 50299.35287),
                   (1577059200000, 132.12, 133.87, 135.1, 132.1, 86402.71507),
                   (1577073600000, 133.85, 131.67, 133.99, 130.87, 60396.00282),
                   (1577088000000, 131.67, 132.97, 133.52, 131.47, 47626.43829),
                   (1577102400000, 132.97, 133.26, 133.92, 132.44, 51211.55359),
                   (1577116800000, 133.22, 129.08, 134.42, 128.16, 120922.67301),
                   (1577131200000, 129.06, 127.8, 129.14, 126.0, 55041.37377),
                   (1577145600000, 127.8, 127.67, 128.53, 127.29, 36234.04195),
                   (1577160000000, 127.68, 127.15, 128.37, 126.61, 33770.72865),
                   (1577174400000, 127.17, 128.62, 129.04, 126.7, 33720.76499),
                   (1577188800000, 128.62, 127.88, 129.69, 127.08, 40009.23138),
                   (1577203200000, 127.88, 127.8, 128.52, 126.8, 39639.60512),
                   (1577217600000, 127.84, 127.75, 128.44, 127.3, 17262.72889),
                   (1577232000000, 127.7, 125.74, 127.84, 125.11, 43232.3271),
                   (1577246400000, 125.72, 125.66, 126.45, 123.07, 42223.86157),
                   (1577260800000, 125.67, 124.38, 126.12, 124.08, 33182.93001),
                   (1577275200000, 124.38, 124.42, 125.56, 123.35, 44404.7648),
                   (1577289600000, 124.42, 125.43, 125.82, 123.41, 40741.51645),
                   (1577304000000, 125.44, 125.09, 125.97, 124.91, 21219.09097),
                   (1577318400000, 125.09, 124.52, 125.43, 124.32, 17019.466),
                   (1577332800000, 124.52, 124.96, 125.08, 124.37, 19861.16426),
                   (1577347200000, 124.96, 125.14, 126.08, 124.91, 24661.11897),
                   (1577361600000, 125.15, 126.18, 126.69, 124.99, 29940.72332),
                   (1577376000000, 126.18, 128.97, 132.26, 125.55, 119777.37179),
                   (1577390400000, 128.92, 125.58, 129.59, 124.33, 63726.67663),
                   (1577404800000, 125.58, 126.45, 126.63, 125.12, 24291.22232),
                   (1577419200000, 126.47, 124.99, 126.54, 124.47, 37397.85854),
                   (1577433600000, 124.99, 123.66, 125.37, 121.91, 56238.67029),
                   (1577448000000, 123.66, 126.11, 126.6, 122.97, 65440.82683),
                   (1577462400000, 126.09, 125.35, 127.1, 124.56, 40119.50122),
                   (1577476800000, 125.35, 126.29, 126.76, 125.14, 16524.29531),
                   (1577491200000, 126.28, 127.08, 128.31, 125.84, 33053.03344),
                   (1577505600000, 127.08, 127.26, 128.59, 126.69, 36952.72514),
                   (1577520000000, 127.25, 127.34, 128.0, 126.6, 24806.14657),
                   (1577534400000, 127.31, 127.42, 128.49, 126.96, 22563.64807),
                   (1577548800000, 127.44, 129.04, 129.68, 126.84, 57033.85921),
                   (1577563200000, 129.04, 128.11, 129.27, 127.9, 22484.11034),
                   (1577577600000, 128.11, 127.94, 128.16, 127.52, 16121.34435),
                   (1577592000000, 127.97, 128.43, 128.87, 127.61, 19191.9311),
                   (1577606400000, 128.43, 129.39, 129.42, 127.99, 24854.72658),
                   (1577620800000, 129.38, 131.99, 132.44, 128.97, 79602.10923),
                   (1577635200000, 131.98, 134.85, 134.95, 131.86, 68122.10168),
                   (1577649600000, 134.85, 134.36, 138.07, 132.87, 108455.05372),
                   (1577664000000, 134.36, 134.0, 134.66, 133.14, 44829.29349),
                   (1577678400000, 134.0, 135.59, 136.24, 133.99, 49636.89),
                   (1577692800000, 135.62, 133.11, 135.62, 132.45, 80861.58595),
                   (1577707200000, 133.1, 130.63, 133.7, 130.3, 79506.02749),
                   (1577721600000, 130.64, 131.32, 131.99, 130.35, 34803.76383),
                   (1577736000000, 131.31, 131.59, 132.69, 131.05, 30709.6588),
                   (1577750400000, 131.61, 131.26, 131.96, 130.76, 25129.15648),
                   (1577764800000, 131.25, 132.2, 133.07, 131.07, 44162.78572),
                   (1577779200000, 132.17, 131.92, 132.23, 131.22, 32555.05368),
                   (1577793600000, 131.96, 129.73, 133.68, 128.9, 93106.70137),
                   (1577808000000, 129.71, 128.49, 130.51, 128.42, 51027.12357),
                   (1577822400000, 128.47, 129.16, 129.46, 128.17, 18953.16336),
                   (1577836800000, 129.16, 130.2, 130.98, 128.68, 31685.73908),
                   (1577851200000, 130.21, 130.24, 130.75, 130.11, 15457.58966),
                   (1577865600000, 130.24, 130.74, 131.87, 129.87, 27822.94195),
                   (1577880000000, 130.74, 132.08, 132.4, 130.7, 24010.28657),
                   (1577894400000, 132.08, 131.86, 133.05, 131.57, 20158.22421),
                   (1577908800000, 131.86, 130.77, 132.37, 129.74, 25635.7405),
                   (1577923200000, 130.72, 129.1, 130.78, 128.77, 38485.79425),
                   (1577937600000, 129.09, 129.26, 129.99, 128.69, 27580.21466),
                   (1577952000000, 129.23, 129.53, 130.28, 129.21, 25341.92023),
                   (1577966400000, 129.52, 129.59, 130.01, 128.9, 23157.01214),
                   (1577980800000, 129.58, 127.62, 129.78, 126.38, 85534.55202),
                   (1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                   (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                   (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                   (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                   (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                   (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                   (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                   (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                   (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                   (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                   (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                   (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                   (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                   (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                   (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                   (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                   (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                   (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                   (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                   (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                   (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                   (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                   (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                   (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                   (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                   (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                   (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                   (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                   (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                   (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                   (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                   (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                   (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                   (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                   (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                   (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                   (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                   (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                   (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                   (1578556800000, 139.91, 138.24, 140.06, 137.68, 55831.97865),
                   (1578571200000, 138.24, 138.2, 138.93, 137.75, 38213.33663),
                   (1578585600000, 138.19, 137.54, 138.49, 135.3, 86229.7553),
                   (1578600000000, 137.52, 137.74, 139.33, 136.06, 91692.8898),
                   (1578614400000, 137.73, 136.98, 137.98, 136.32, 31293.60499),
                   (1578628800000, 136.99, 136.63, 137.14, 135.32, 39397.41753),
                   (1578643200000, 136.62, 138.43, 139.03, 135.34, 70483.8208),
                   (1578657600000, 138.42, 142.51, 143.0, 138.05, 99766.17131),
                   (1578672000000, 142.53, 143.42, 145.17, 140.62, 128205.94818),
                   (1578686400000, 143.42, 144.84, 145.0, 141.6, 40256.63226),
                   (1578700800000, 144.83, 143.47, 145.33, 142.8, 60605.83939),
                   (1578715200000, 143.47, 142.93, 144.05, 142.09, 40379.42314)]
# ichimoku
test_candles_15 = [(1576440000000, 7114.68, 7118.59, 7141.67, 7097.41, 2686.724639),
                   (1576454400000, 7119.6, 7079.98, 7132.52, 7062.55, 3731.293058),
                   (1576468800000, 7078.83, 7067.74, 7100.0, 7042.49, 5033.78929),
                   (1576483200000, 7066.97, 7091.85, 7125.6, 7051.0, 4999.546508),
                   (1576497600000, 7091.92, 7089.45, 7150.0, 7074.0, 7522.887707),
                   (1576512000000, 7090.73, 6902.16, 7117.0, 6850.0, 15592.947643),
                   (1576526400000, 6902.68, 6891.72, 6919.98, 6836.0, 6983.528853),
                   (1576540800000, 6891.44, 6886.76, 6910.78, 6856.0, 3814.889254),
                   (1576555200000, 6886.76, 6877.47, 6904.91, 6859.48, 4154.479319),
                   (1576569600000, 6877.46, 6935.09, 6942.21, 6856.0, 6982.739309),
                   (1576584000000, 6935.13, 6696.2, 6940.84, 6685.0, 16537.002323),
                   (1576598400000, 6696.32, 6619.71, 6743.6, 6590.21, 12209.337598),
                   (1576612800000, 6619.69, 6623.82, 6702.0, 6560.0, 10166.622126),
                   (1576627200000, 6623.84, 6686.91, 6725.69, 6600.52, 6643.923799),
                   (1576641600000, 6686.89, 6619.51, 6717.56, 6590.01, 7032.529585),
                   (1576656000000, 6619.06, 6615.24, 6668.84, 6608.44, 6685.015862),
                   (1576670400000, 6615.24, 6823.49, 6863.08, 6435.0, 31357.410249),
                   (1576684800000, 6824.55, 6956.86, 6966.05, 6770.0, 15428.113085),
                   (1576699200000, 6956.09, 7277.83, 7440.0, 6941.0, 28489.658671),
                   (1576713600000, 7277.83, 7158.94, 7380.0, 7122.5, 14176.955662),
                   (1576728000000, 7158.94, 7092.54, 7167.85, 7076.65, 7212.753978),
                   (1576742400000, 7091.31, 7150.0, 7200.0, 7038.31, 11409.125439),
                   (1576756800000, 7150.56, 7145.84, 7234.0, 7060.01, 12792.214099),
                   (1576771200000, 7145.99, 7177.05, 7185.0, 7111.0, 5634.277409),
                   (1576785600000, 7177.89, 7150.3, 7181.99, 7128.02, 4283.722488),
                   (1576800000000, 7151.31, 7134.14, 7160.0, 7079.5, 5256.989617),
                   (1576814400000, 7134.14, 7145.07, 7160.0, 7082.38, 4983.24011),
                   (1576828800000, 7145.09, 7149.5, 7175.67, 7091.76, 4875.497684),
                   (1576843200000, 7149.87, 7155.19, 7220.0, 7136.75, 7513.559372),
                   (1576857600000, 7155.4, 7184.15, 7205.0, 7133.0, 5952.065196),
                   (1576872000000, 7183.99, 7187.83, 7214.26, 7166.23, 3550.717226),
                   (1576886400000, 7188.01, 7156.01, 7190.58, 7142.3, 3091.001125),
                   (1576900800000, 7156.03, 7132.95, 7175.43, 7124.45, 3793.165236),
                   (1576915200000, 7132.95, 7145.99, 7157.0, 7105.0, 3784.188979),
                   (1576929600000, 7145.97, 7139.32, 7152.12, 7118.05, 2981.495319),
                   (1576944000000, 7139.32, 7145.82, 7154.23, 7126.0, 2573.443322),
                   (1576958400000, 7145.04, 7132.75, 7180.0, 7122.0, 3243.880047),
                   (1576972800000, 7131.59, 7137.26, 7148.82, 7122.47, 1899.983537),
                   (1576987200000, 7136.94, 7181.85, 7192.99, 7125.0, 3133.269235),
                   (1577001600000, 7180.32, 7165.36, 7200.3, 7145.84, 4300.635368),
                   (1577016000000, 7164.4, 7186.82, 7197.0, 7155.62, 3098.613582),
                   (1577030400000, 7186.78, 7398.35, 7456.67, 7165.0, 18282.519985),
                   (1577044800000, 7399.46, 7501.44, 7518.54, 7374.16, 8422.433443),
                   (1577059200000, 7500.71, 7590.02, 7634.55, 7500.36, 14736.639008),
                   (1577073600000, 7589.55, 7494.21, 7593.5, 7441.6, 8524.122492),
                   (1577088000000, 7494.91, 7553.11, 7564.93, 7485.83, 6005.218281),
                   (1577102400000, 7553.03, 7585.87, 7612.0, 7475.65, 10303.800871),
                   (1577116800000, 7585.87, 7432.07, 7695.38, 7355.0, 19113.814782),
                   (1577131200000, 7432.38, 7317.09, 7433.9, 7265.84, 9368.401769),
                   (1577145600000, 7317.3, 7313.8, 7339.5, 7285.0, 3919.788464),
                   (1577160000000, 7313.88, 7264.92, 7342.27, 7227.35, 5363.396873),
                   (1577174400000, 7264.91, 7373.54, 7416.53, 7226.13, 10509.986873),
                   (1577188800000, 7373.55, 7277.52, 7436.68, 7241.58, 9491.372333),
                   (1577203200000, 7277.47, 7253.77, 7311.31, 7157.04, 10145.551311),
                   (1577217600000, 7253.92, 7255.77, 7280.0, 7198.52, 4199.398334),
                   (1577232000000, 7255.77, 7229.58, 7267.39, 7213.12, 2643.930881),
                   (1577246400000, 7229.99, 7252.19, 7271.77, 7201.0, 3439.127457),
                   (1577260800000, 7252.16, 7217.03, 7267.85, 7210.45, 4077.759303),
                   (1577275200000, 7216.92, 7189.56, 7256.0, 7170.73, 6435.853597),
                   (1577289600000, 7189.58, 7239.02, 7247.0, 7128.86, 6291.129102),
                   (1577304000000, 7238.02, 7204.63, 7269.99, 7168.42, 4604.243983),
                   (1577318400000, 7205.01, 7183.01, 7219.99, 7177.14, 2172.334553),
                   (1577332800000, 7182.84, 7209.2, 7223.15, 7176.8, 2903.965459),
                   (1577347200000, 7209.2, 7188.02, 7240.76, 7185.8, 4394.287316),
                   (1577361600000, 7189.06, 7231.45, 7244.0, 7183.27, 4382.503453),
                   (1577376000000, 7231.83, 7301.38, 7435.0, 7197.02, 14217.211678),
                   (1577390400000, 7296.1, 7202.0, 7331.42, 7157.12, 8189.458617),
                   (1577404800000, 7202.0, 7232.02, 7249.0, 7190.0, 3344.601365),
                   (1577419200000, 7232.04, 7188.63, 7243.79, 7175.0, 4904.323436),
                   (1577433600000, 7188.42, 7137.72, 7216.26, 7076.42, 7148.566164),
                   (1577448000000, 7136.38, 7238.42, 7271.89, 7092.99, 10186.903469),
                   (1577462400000, 7237.75, 7216.1, 7275.86, 7177.14, 5306.751408),
                   (1577476800000, 7215.05, 7254.74, 7261.0, 7212.78, 2751.556019),
                   (1577491200000, 7254.77, 7288.0, 7340.0, 7238.67, 5542.244838),
                   (1577505600000, 7288.0, 7302.99, 7360.0, 7276.72, 5591.958805),
                   (1577520000000, 7302.53, 7308.28, 7329.47, 7261.57, 3758.554285),
                   (1577534400000, 7308.32, 7304.27, 7359.9, 7285.0, 4124.309921),
                   (1577548800000, 7304.24, 7344.77, 7365.01, 7275.07, 5076.554318),
                   (1577563200000, 7344.7, 7316.14, 7355.0, 7296.52, 2755.360032),
                   (1577577600000, 7315.36, 7307.27, 7316.14, 7288.0, 2401.806632),
                   (1577592000000, 7307.06, 7315.0, 7323.99, 7292.84, 1907.027906),
                   (1577606400000, 7315.5, 7345.83, 7360.67, 7308.92, 4380.306346),
                   (1577620800000, 7346.08, 7394.13, 7419.02, 7322.9, 8220.352818),
                   (1577635200000, 7395.03, 7473.05, 7480.0, 7380.47, 5648.577939),
                   (1577649600000, 7472.13, 7388.24, 7528.45, 7345.8, 8829.034444),
                   (1577664000000, 7388.43, 7349.51, 7389.83, 7312.0, 3473.380714),
                   (1577678400000, 7349.54, 7385.29, 7408.24, 7345.22, 3786.007406),
                   (1577692800000, 7385.27, 7315.11, 7385.29, 7293.12, 6759.784113),
                   (1577707200000, 7314.74, 7262.08, 7343.99, 7251.0, 7289.497086),
                   (1577721600000, 7261.1, 7240.99, 7270.0, 7220.0, 5118.967882),
                   (1577736000000, 7241.15, 7246.0, 7288.88, 7235.1, 3178.274581),
                   (1577750400000, 7246.0, 7236.39, 7269.0, 7200.0, 4057.299249),
                   (1577764800000, 7236.6, 7250.37, 7268.48, 7228.4, 2664.670591),
                   (1577779200000, 7250.3, 7243.39, 7256.94, 7217.5, 4498.864156),
                   (1577793600000, 7243.64, 7195.96, 7320.0, 7188.88, 7983.926818),
                   (1577808000000, 7195.0, 7173.32, 7225.62, 7145.01, 4657.972543),
                   (1577822400000, 7173.75, 7195.23, 7208.41, 7165.1, 2091.720176),
                   (1577836800000, 7195.24, 7225.01, 7245.0, 7175.46, 2833.74918),
                   (1577851200000, 7225.0, 7209.83, 7236.27, 7199.11, 2061.295051),
                   (1577865600000, 7209.83, 7197.2, 7237.73, 7180.0, 3166.654361),
                   (1577880000000, 7197.2, 7234.19, 7255.0, 7196.15, 3492.537459),
                   (1577894400000, 7234.2, 7229.48, 7249.99, 7214.0, 2980.583291),
                   (1577908800000, 7229.48, 7200.85, 7242.98, 7175.15, 2257.568823),
                   (1577923200000, 7200.77, 7129.61, 7212.5, 7120.37, 3739.354832),
                   (1577937600000, 7129.25, 7110.57, 7161.0, 7105.0, 4057.961355),
                   (1577952000000, 7110.98, 7139.79, 7180.0, 7109.11, 4162.20301),
                   (1577966400000, 7139.73, 7130.98, 7163.4, 7107.43, 4179.041833),
                   (1577980800000, 7130.37, 6983.27, 7146.85, 6924.74, 12699.028233),
                   (1577995200000, 6982.63, 6965.71, 6985.0, 6941.27, 3113.894669),
                   (1578009600000, 6965.49, 6952.04, 6966.8, 6871.04, 7625.896788),
                   (1578024000000, 6952.04, 7203.21, 7264.71, 6948.64, 17397.304706),
                   (1578038400000, 7202.28, 7340.46, 7371.92, 7202.28, 15196.885021),
                   (1578052800000, 7340.46, 7320.18, 7380.0, 7229.3, 10578.985529),
                   (1578067200000, 7320.17, 7343.08, 7405.0, 7280.0, 11735.084477),
                   (1578081600000, 7343.62, 7344.96, 7361.0, 7260.01, 5894.34393),
                   (1578096000000, 7345.0, 7333.11, 7350.0, 7280.85, 3693.784835),
                   (1578110400000, 7333.14, 7348.11, 7369.28, 7312.65, 4519.549891),
                   (1578124800000, 7348.04, 7336.45, 7369.63, 7302.1, 5684.860065),
                   (1578139200000, 7336.75, 7318.99, 7339.58, 7291.0, 4424.833286),
                   (1578153600000, 7318.98, 7334.83, 7404.0, 7272.21, 8358.356108),
                   (1578168000000, 7334.89, 7354.11, 7367.31, 7310.67, 3306.590792),
                   (1578182400000, 7354.19, 7475.99, 7482.87, 7354.11, 11311.449846),
                   (1578196800000, 7476.0, 7463.63, 7495.0, 7437.4, 4866.905928),
                   (1578211200000, 7463.64, 7422.33, 7472.0, 7400.0, 5665.077258),
                   (1578225600000, 7422.27, 7468.42, 7476.31, 7415.0, 5088.908425),
                   (1578240000000, 7467.91, 7444.14, 7484.0, 7421.77, 4847.774609),
                   (1578254400000, 7444.71, 7358.75, 7445.0, 7318.0, 6550.969538),
                   (1578268800000, 7357.64, 7540.9, 7580.0, 7346.76, 13578.258656),
                   (1578283200000, 7540.9, 7507.91, 7554.61, 7496.0, 4822.718155),
                   (1578297600000, 7508.18, 7544.72, 7582.27, 7507.39, 7827.327593),
                   (1578312000000, 7544.72, 7519.99, 7622.0, 7465.44, 9210.893924),
                   (1578326400000, 7519.05, 7539.9, 7561.0, 7509.43, 4503.573879),
                   (1578340800000, 7539.74, 7758.0, 7795.34, 7534.9, 14692.923109),
                   (1578355200000, 7758.9, 7894.9, 8000.0, 7758.29, 20969.436578),
                   (1578369600000, 7894.71, 7883.37, 7905.5, 7821.0, 7779.689163),
                   (1578384000000, 7883.11, 7895.14, 7965.0, 7855.0, 8698.801496),
                   (1578398400000, 7895.13, 7764.59, 7915.77, 7740.29, 13815.63926),
                   (1578412800000, 7764.04, 8073.69, 8137.0, 7723.71, 23314.904383),
                   (1578427200000, 8073.69, 8145.28, 8207.68, 7945.72, 16593.213781),
                   (1578441600000, 8145.92, 8300.34, 8455.0, 8142.0, 29882.767578),
                   (1578456000000, 8300.34, 8297.26, 8377.0, 8277.21, 9759.58652),
                   (1578470400000, 8297.27, 8332.47, 8370.0, 8264.86, 9015.766024),
                   (1578484800000, 8332.2, 8305.97, 8418.61, 8184.0, 20431.673213),
                   (1578499200000, 8306.09, 7963.35, 8335.79, 7963.05, 26733.722173),
                   (1578513600000, 7963.56, 8055.98, 8125.57, 7870.0, 16799.127132),
                   (1578528000000, 8054.72, 7954.72, 8055.96, 7928.0, 9990.260359),
                   (1578542400000, 7954.96, 7949.84, 7978.31, 7896.0, 7975.920845),
                   (1578556800000, 7949.57, 7878.56, 7955.83, 7852.01, 9886.091731),
                   (1578571200000, 7878.02, 7907.05, 7945.0, 7871.0, 8465.58572),
                   (1578585600000, 7907.05, 7917.54, 7957.48, 7778.0, 13370.93087),
                   (1578600000000, 7917.55, 7817.76, 8000.0, 7750.0, 14550.730305),
                   (1578614400000, 7817.74, 7818.02, 7854.06, 7770.0, 4946.412757),
                   (1578628800000, 7818.06, 7752.98, 7819.84, 7711.76, 8595.700022),
                   (1578643200000, 7753.05, 7841.69, 7854.44, 7672.0, 16190.710852),
                   (1578657600000, 7841.03, 8066.6, 8086.85, 7811.0, 19947.250537),
                   (1578672000000, 8067.5, 8059.49, 8140.11, 7909.98, 22918.937725),
                   (1578686400000, 8058.05, 8197.02, 8199.0, 7981.59, 9807.765555),
                   (1578700800000, 8198.86, 8158.49, 8253.26, 8119.75, 10029.604397),
                   (1578715200000, 8158.83, 8074.18, 8179.94, 8044.65, 7452.941654),
                   (1578729600000, 8074.17, 8045.95, 8129.97, 8010.0, 7736.817925),
                   (1578744000000, 8045.89, 8099.73, 8135.0, 8018.41, 7221.148975),
                   (1578758400000, 8099.16, 8151.78, 8221.55, 8070.0, 10064.724948),
                   (1578772800000, 8151.77, 8020.01, 8286.34, 8003.16, 12304.794768),
                   (1578787200000, 8020.01, 8091.33, 8110.92, 7960.0, 7289.354497),
                   (1578801600000, 8090.7, 8097.51, 8153.84, 8070.98, 5085.381471),
                   (1578816000000, 8097.51, 8114.08, 8164.08, 8080.01, 5601.978901),
                   (1578830400000, 8114.08, 8152.7, 8185.0, 8113.11, 6596.312454),
                   (1578844800000, 8152.63, 8132.01, 8197.0, 8072.0, 9412.796727),
                   (1578859200000, 8131.4, 8184.98, 8185.0, 8091.22, 4145.670286),
                   (1578873600000, 8184.97, 8105.77, 8196.0, 8086.39, 5013.854925),
                   (1578888000000, 8105.73, 8075.26, 8126.31, 8057.59, 5383.796046),
                   (1578902400000, 8075.26, 8075.01, 8134.6, 8065.0, 6585.461433),
                   (1578916800000, 8076.86, 8084.89, 8114.48, 8055.89, 5021.384801),
                   (1578931200000, 8085.07, 8111.83, 8129.45, 8071.12, 4153.284936),
                   (1578945600000, 8111.83, 8110.34, 8160.0, 8101.0, 5001.973542),
                   (1578960000000, 8110.34, 8461.84, 8488.11, 8105.54, 24831.754997),
                   (1578974400000, 8461.83, 8509.99, 8573.0, 8453.35, 15416.454563),
                   (1578988800000, 8509.85, 8526.87, 8561.0, 8470.0, 10140.489854),
                   (1579003200000, 8526.87, 8675.48, 8760.0, 8480.0, 27970.1386),
                   (1579017600000, 8673.18, 8767.56, 8850.0, 8520.0, 31177.50731),
                   (1579032000000, 8765.51, 8810.01, 8880.0, 8666.22, 10862.781418),
                   (1579046400000, 8814.64, 8727.61, 8900.0, 8701.0, 17630.43469),
                   (1579060800000, 8727.0, 8627.13, 8741.75, 8564.0, 12394.599597),
                   (1579075200000, 8626.8, 8730.0, 8810.0, 8605.03, 11514.936626),
                   (1579089600000, 8730.0, 8762.74, 8916.48, 8720.38, 18787.519248),
                   (1579104000000, 8762.73, 8761.57, 8820.0, 8676.08, 11713.456385),
                   (1579118400000, 8761.57, 8821.41, 8876.4, 8738.37, 12775.35106),
                   (1579132800000, 8820.01, 8640.01, 8859.81, 8586.0, 12783.458675),
                   (1579147200000, 8640.01, 8680.0, 8730.0, 8615.0, 7142.495575),
                   (1579161600000, 8679.99, 8724.91, 8725.0, 8600.4, 9781.353479),
                   (1579176000000, 8724.82, 8710.02, 8789.0, 8640.35, 8891.035744),
                   (1579190400000, 8710.01, 8705.0, 8720.82, 8626.0, 7069.068758),
                   (1579204800000, 8705.01, 8720.01, 8757.0, 8672.0, 6323.662053),
                   (1579219200000, 8720.15, 8786.43, 8840.4, 8672.44, 8331.743248),
                   (1579233600000, 8786.43, 8933.95, 8997.0, 8760.0, 17583.957614),
                   (1579248000000, 8935.54, 8903.45, 9041.65, 8880.5, 15958.174142),
                   (1579262400000, 8903.53, 8850.83, 8919.41, 8765.0, 11602.984403),
                   (1579276800000, 8851.39, 8879.71, 8955.55, 8813.0, 10924.966),
                   (1579291200000, 8879.63, 8913.28, 8961.6, 8861.66, 6495.91197),
                   (1579305600000, 8913.27, 8925.99, 8988.88, 8855.55, 6811.015303),
                   (1579320000000, 8926.07, 8843.63, 8926.95, 8806.38, 7327.352572),
                   (1579334400000, 8843.63, 8879.79, 8919.0, 8818.0, 5142.099838),
                   (1579348800000, 8879.29, 8903.26, 8964.0, 8869.98, 8996.261409),
                   (1579363200000, 8903.27, 8907.93, 8935.17, 8848.8, 5689.851343),
                   (1579377600000, 8907.79, 8915.96, 8960.0, 8889.0, 4328.16608),
                   (1579392000000, 8915.09, 9157.61, 9198.98, 8888.02, 15190.422988),
                   (1579406400000, 9157.74, 9084.36, 9165.0, 9041.0, 7138.45343),
                   (1579420800000, 9083.8, 8681.44, 9127.36, 8524.2, 20326.672295),
                   (1579435200000, 8681.16, 8631.95, 8684.76, 8559.02, 10631.577418)]
# vwma
test_candles_16 = [(1577980800000, 129.58, 127.62, 129.78, 126.38, 85534.55202),
                   (1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                   (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                   (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                   (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                   (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                   (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                   (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                   (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                   (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                   (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                   (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                   (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                   (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                   (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                   (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                   (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                   (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                   (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                   (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                   (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                   (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                   (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                   (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                   (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                   (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                   (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                   (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                   (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                   (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                   (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                   (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                   (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                   (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                   (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                   (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                   (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                   (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                   (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                   (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                   (1578556800000, 139.91, 138.24, 140.06, 137.68, 55831.97865),
                   (1578571200000, 138.24, 138.2, 138.93, 137.75, 38213.33663),
                   (1578585600000, 138.19, 137.54, 138.49, 135.3, 86229.7553),
                   (1578600000000, 137.52, 137.74, 139.33, 136.06, 91692.8898),
                   (1578614400000, 137.73, 136.98, 137.98, 136.32, 31293.60499),
                   (1578628800000, 136.99, 136.63, 137.14, 135.32, 39397.41753),
                   (1578643200000, 136.62, 138.43, 139.03, 135.34, 70483.8208),
                   (1578657600000, 138.42, 142.51, 143.0, 138.05, 99766.17131),
                   (1578672000000, 142.53, 143.42, 145.17, 140.62, 128205.94818),
                   (1578686400000, 143.42, 144.84, 145.0, 141.6, 40256.63226),
                   (1578700800000, 144.83, 143.47, 145.33, 142.8, 60605.83939),
                   (1578715200000, 143.47, 142.93, 144.05, 142.09, 40379.42314),
                   (1578729600000, 142.93, 142.63, 144.0, 142.36, 47925.81196),
                   (1578744000000, 142.63, 143.41, 143.72, 142.1, 35999.3517),
                   (1578758400000, 143.41, 146.29, 148.05, 142.6, 96688.13102),
                   (1578772800000, 146.27, 142.38, 147.65, 142.23, 86752.02218),
                   (1578787200000, 142.4, 143.93, 144.5, 141.76, 50820.85119),
                   (1578801600000, 143.97, 144.54, 145.88, 143.36, 42226.75116),
                   (1578816000000, 144.55, 143.48, 145.4, 143.2, 33570.53538),
                   (1578830400000, 143.48, 144.92, 145.4, 143.33, 39475.81486),
                   (1578844800000, 144.93, 144.46, 145.61, 143.57, 42500.10928),
                   (1578859200000, 144.46, 146.54, 146.6, 144.31, 20947.7995),
                   (1578873600000, 146.56, 143.38, 147.0, 142.57, 55573.01486),
                   (1578888000000, 143.39, 142.87, 144.03, 142.27, 29322.38282),
                   (1578902400000, 142.88, 142.77, 144.44, 142.54, 41106.34042),
                   (1578916800000, 142.76, 142.83, 143.74, 142.6, 30017.63392),
                   (1578931200000, 142.83, 143.5, 143.95, 142.55, 23716.78384),
                   (1578945600000, 143.5, 143.58, 144.66, 143.42, 28260.46279),
                   (1578960000000, 143.58, 148.94, 149.34, 143.51, 151274.82324),
                   (1578974400000, 148.94, 149.0, 150.74, 148.0, 94573.55009),
                   (1578988800000, 149.0, 151.56, 151.75, 148.93, 82788.79616),
                   (1579003200000, 151.56, 156.04, 157.69, 150.75, 248079.89442),
                   (1579017600000, 155.89, 165.42, 171.7, 153.09, 409962.06726),
                   (1579032000000, 165.42, 165.64, 168.0, 160.31, 121797.18069),
                   (1579046400000, 165.6, 162.64, 171.98, 162.64, 224802.32614),
                   (1579060800000, 162.63, 161.54, 163.8, 159.2, 117864.30015),
                   (1579075200000, 161.48, 164.43, 167.8, 161.0, 95587.6489),
                   (1579089600000, 164.49, 162.41, 168.92, 162.0, 124284.15347),
                   (1579104000000, 162.41, 164.61, 165.2, 160.52, 80778.00758),
                   (1579118400000, 164.62, 166.4, 167.34, 163.91, 78371.36757),
                   (1579132800000, 166.4, 159.85, 167.4, 157.8, 136033.58201),
                   (1579147200000, 159.87, 161.0, 162.6, 159.28, 48395.02249),
                   (1579161600000, 161.0, 164.07, 164.08, 159.65, 66603.0619),
                   (1579176000000, 164.01, 162.52, 165.62, 160.2, 82647.83991),
                   (1579190400000, 162.51, 163.57, 164.26, 160.65, 66267.63311),
                   (1579204800000, 163.56, 164.21, 165.88, 162.31, 56223.72777),
                   (1579219200000, 164.24, 165.14, 167.44, 162.14, 95399.287),
                   (1579233600000, 165.14, 171.08, 171.51, 164.85, 190482.44857),
                   (1579248000000, 171.08, 169.99, 174.81, 169.66, 157524.37148),
                   (1579262400000, 169.98, 168.34, 170.24, 165.13, 101606.09506),
                   (1579276800000, 168.31, 169.23, 173.72, 167.02, 161847.09908),
                   (1579291200000, 169.23, 169.85, 173.38, 168.42, 60321.37734),
                   (1579305600000, 169.92, 171.93, 173.69, 169.0, 80500.66068),
                   (1579320000000, 171.91, 168.07, 171.97, 164.92, 108080.20752),
                   (1579334400000, 168.1, 169.07, 170.11, 167.21, 44265.8363),
                   (1579348800000, 169.12, 175.53, 179.5, 168.84, 266976.18709),
                   (1579363200000, 175.54, 174.97, 177.6, 172.73, 132076.9813),
                   (1579377600000, 174.95, 174.14, 177.04, 173.87, 56883.30693),
                   (1579392000000, 174.1, 176.25, 178.05, 173.29, 102103.65747),
                   (1579406400000, 176.26, 176.55, 176.9, 174.6, 59068.41919),
                   (1579420800000, 176.55, 166.62, 177.3, 164.0, 175056.12278),
                   (1579435200000, 166.61, 164.81, 166.61, 161.66, 137153.59993),
                   (1579449600000, 164.75, 164.92, 166.18, 163.88, 67871.14047),
                   (1579464000000, 164.95, 166.79, 167.5, 163.56, 83428.3462),
                   (1579478400000, 166.79, 165.66, 167.6, 165.1, 47995.664),
                   (1579492800000, 165.65, 165.63, 166.4, 164.29, 43112.18531),
                   (1579507200000, 165.62, 163.04, 166.25, 161.88, 57953.5849),
                   (1579521600000, 163.05, 166.83, 167.04, 161.24, 94533.85325),
                   (1579536000000, 166.88, 167.67, 167.79, 165.96, 59096.94886),
                   (1579550400000, 167.66, 166.87, 169.33, 166.6, 55400.64778),
                   (1579564800000, 166.86, 168.3, 168.4, 165.61, 43195.98364),
                   (1579579200000, 168.32, 166.53, 168.86, 166.17, 45753.14593),
                   (1579593600000, 166.51, 167.93, 168.7, 165.86, 59330.45841),
                   (1579608000000, 167.92, 168.1, 169.25, 167.32, 35651.63268),
                   (1579622400000, 168.09, 165.12, 168.48, 164.8, 58105.51505),
                   (1579636800000, 165.13, 169.49, 170.32, 165.12, 65970.89959),
                   (1579651200000, 169.48, 168.69, 170.05, 167.79, 35923.95804),
                   (1579665600000, 168.69, 169.2, 171.47, 168.62, 72123.02613),
                   (1579680000000, 169.25, 168.0, 169.55, 167.31, 68841.08758),
                   (1579694400000, 168.0, 167.42, 168.31, 166.03, 41794.51926),
                   (1579708800000, 167.43, 168.0, 169.04, 166.62, 36763.70026),
                   (1579723200000, 167.97, 168.07, 168.23, 167.5, 16794.61159),
                   (1579737600000, 168.07, 165.44, 168.2, 164.18, 68790.27107),
                   (1579752000000, 165.44, 164.88, 165.57, 162.71, 71120.72779),
                   (1579766400000, 164.86, 162.7, 165.69, 162.5, 62768.27365),
                   (1579780800000, 162.7, 163.15, 163.9, 161.08, 64252.37778),
                   (1579795200000, 163.17, 160.63, 163.47, 159.21, 68009.80621),
                   (1579809600000, 160.62, 162.81, 163.46, 159.85, 38472.89335),
                   (1579824000000, 162.85, 158.99, 163.42, 157.5, 72563.75256),
                   (1579838400000, 158.99, 159.25, 159.98, 158.25, 43247.07417),
                   (1579852800000, 159.24, 160.63, 161.02, 155.55, 111919.12377),
                   (1579867200000, 160.7, 162.62, 163.32, 160.0, 97650.82676),
                   (1579881600000, 162.67, 163.71, 164.45, 160.6, 67213.29973),
                   (1579896000000, 163.7, 162.54, 164.37, 162.0, 37419.12203),
                   (1579910400000, 162.51, 159.05, 162.58, 157.61, 69837.78268),
                   (1579924800000, 159.0, 159.53, 160.61, 158.65, 24339.51967),
                   (1579939200000, 159.53, 159.29, 161.52, 158.8, 43622.15031),
                   (1579953600000, 159.3, 160.41, 161.0, 158.7, 25015.67605),
                   (1579968000000, 160.43, 161.0, 161.6, 159.95, 24774.52771),
                   (1579982400000, 161.0, 160.35, 162.79, 160.14, 32331.99555),
                   (1579996800000, 160.36, 161.22, 161.78, 159.41, 29271.42445),
                   (1580011200000, 161.22, 161.23, 161.69, 160.46, 17225.08052),
                   (1580025600000, 161.24, 163.14, 163.63, 160.87, 56736.30919),
                   (1580040000000, 163.17, 163.37, 164.1, 162.78, 36517.27056),
                   (1580054400000, 163.35, 166.18, 167.05, 163.19, 70824.72197),
                   (1580068800000, 166.12, 167.86, 168.08, 166.0, 41007.75089),
                   (1580083200000, 167.91, 167.7, 169.75, 167.38, 51706.813),
                   (1580097600000, 167.69, 167.32, 168.67, 166.39, 43720.05329),
                   (1580112000000, 167.32, 168.6, 168.9, 165.22, 65938.95519),
                   (1580126400000, 168.57, 170.03, 170.9, 168.16, 76917.10186),
                   (1580140800000, 170.01, 171.2, 172.56, 169.09, 84025.98689),
                   (1580155200000, 171.2, 170.08, 172.04, 169.63, 43585.90894),
                   (1580169600000, 170.04, 173.12, 174.0, 170.03, 76342.65998),
                   (1580184000000, 173.12, 172.0, 173.72, 170.65, 74993.9427),
                   (1580198400000, 171.98, 171.95, 173.13, 170.23, 62803.23365),
                   (1580212800000, 171.93, 172.35, 174.55, 170.51, 129087.90764),
                   (1580227200000, 172.34, 171.23, 172.96, 170.04, 51331.05247),
                   (1580241600000, 171.18, 175.64, 176.2, 171.15, 78875.09965),
                   (1580256000000, 175.58, 176.47, 177.56, 175.14, 74660.16993),
                   (1580270400000, 176.47, 178.08, 178.45, 175.86, 56266.6031),
                   (1580284800000, 178.03, 176.17, 178.35, 174.53, 72312.79611),
                   (1580299200000, 176.19, 175.09, 176.54, 174.8, 40602.23941),
                   (1580313600000, 175.1, 176.63, 177.13, 174.59, 35446.02544),
                   (1580328000000, 176.63, 173.72, 177.24, 173.33, 38095.06762),
                   (1580342400000, 173.68, 173.44, 174.0, 170.93, 52564.59869),
                   (1580356800000, 173.44, 176.09, 176.55, 173.37, 51845.75545),
                   (1580371200000, 176.07, 175.27, 176.8, 174.3, 39928.76052),
                   (1580385600000, 175.28, 177.63, 177.66, 175.04, 68133.78325),
                   (1580400000000, 177.62, 181.5, 182.24, 175.0, 170583.86195),
                   (1580414400000, 181.49, 184.69, 187.0, 181.49, 94664.90104),
                   (1580428800000, 184.71, 183.42, 185.82, 181.65, 58562.18072),
                   (1580443200000, 183.42, 182.48, 183.67, 180.52, 57440.54327),
                   (1580457600000, 182.47, 180.9, 183.58, 180.25, 62903.84299),
                   (1580472000000, 180.86, 180.04, 180.88, 175.22, 117421.47775),
                   (1580486400000, 180.01, 179.41, 180.63, 177.53, 49406.8051),
                   (1580500800000, 179.41, 179.99, 182.44, 179.21, 39861.68382),
                   (1580515200000, 179.94, 183.51, 184.28, 179.23, 54651.82918),
                   (1580529600000, 183.46, 183.13, 183.94, 181.46, 38692.35102),
                   (1580544000000, 183.13, 180.94, 183.32, 179.8, 56658.17802),
                   (1580558400000, 180.92, 181.48, 182.65, 179.81, 43155.44123),
                   (1580572800000, 181.48, 182.81, 183.9, 181.32, 41070.25286),
                   (1580587200000, 182.81, 183.6, 184.19, 182.23, 25142.07671),
                   (1580601600000, 183.63, 180.58, 183.68, 179.81, 48773.49333),
                   (1580616000000, 180.58, 187.17, 188.02, 179.1, 128164.63674),
                   (1580630400000, 187.17, 191.71, 192.25, 186.26, 125475.67866),
                   (1580644800000, 191.76, 192.49, 193.43, 189.48, 120538.08302),
                   (1580659200000, 192.47, 191.5, 193.23, 190.36, 58535.50907),
                   (1580673600000, 191.56, 188.44, 192.5, 188.04, 71133.73537),
                   (1580688000000, 188.48, 191.39, 195.19, 187.21, 137679.79387),
                   (1580702400000, 191.39, 190.04, 192.11, 189.5, 45720.21456),
                   (1580716800000, 190.04, 189.84, 190.81, 187.68, 59631.56507),
                   (1580731200000, 189.84, 187.58, 191.5, 187.42, 73483.30728),
                   (1580745600000, 187.59, 190.17, 190.24, 186.62, 60438.68613),
                   (1580760000000, 190.2, 189.69, 191.8, 188.13, 40222.3909),
                   (1580774400000, 189.74, 188.04, 191.6, 188.0, 49106.57764),
                   (1580788800000, 188.08, 188.28, 189.13, 186.18, 64796.78527),
                   (1580803200000, 188.28, 186.91, 188.48, 184.69, 106400.75682),
                   (1580817600000, 186.87, 188.37, 188.85, 184.77, 77373.10437),
                   (1580832000000, 188.37, 187.92, 189.8, 187.77, 42882.4712),
                   (1580846400000, 187.93, 188.91, 189.52, 186.9, 25830.00156),
                   (1580860800000, 188.91, 189.86, 190.28, 188.19, 43892.82413),
                   (1580875200000, 189.85, 190.87, 192.17, 189.1, 77581.19475),
                   (1580889600000, 190.83, 197.53, 197.89, 190.29, 111749.90942),
                   (1580904000000, 197.57, 198.86, 199.22, 195.61, 113315.40994),
                   (1580918400000, 198.86, 202.02, 204.93, 198.3, 133532.36441),
                   (1580932800000, 202.03, 203.78, 207.61, 202.0, 70870.41152),
                   (1580947200000, 203.78, 206.53, 206.6, 201.02, 71578.25124),
                   (1580961600000, 206.59, 209.26, 212.06, 204.81, 93539.61062),
                   (1580976000000, 209.28, 210.41, 210.99, 207.6, 101681.88016)]
# trix
test_candles_17 = [(1577995200000, 127.63, 127.19, 127.87, 126.79, 13657.56476),
                   (1578009600000, 127.19, 126.89, 127.6, 125.88, 40142.23049),
                   (1578024000000, 126.89, 128.86, 130.15, 126.83, 87499.1273),
                   (1578038400000, 128.86, 132.46, 133.26, 128.8, 118287.73343),
                   (1578052800000, 132.49, 132.53, 133.95, 130.93, 57993.70937),
                   (1578067200000, 132.52, 133.49, 134.9, 131.94, 70186.34496),
                   (1578081600000, 133.48, 134.35, 135.14, 132.16, 38946.0434),
                   (1578096000000, 134.37, 133.34, 134.81, 132.79, 29800.56324),
                   (1578110400000, 133.34, 133.91, 134.31, 133.0, 24369.40889),
                   (1578124800000, 133.9, 133.77, 134.18, 133.07, 23918.50927),
                   (1578139200000, 133.76, 133.26, 133.79, 132.5, 29237.72486),
                   (1578153600000, 133.26, 133.72, 135.85, 132.8, 59872.55619),
                   (1578168000000, 133.71, 134.2, 134.54, 133.44, 17077.40857),
                   (1578182400000, 134.2, 136.16, 136.2, 134.19, 48831.80763),
                   (1578196800000, 136.17, 136.02, 137.24, 135.62, 37286.06571),
                   (1578211200000, 136.04, 135.07, 136.24, 134.7, 33422.08707),
                   (1578225600000, 135.06, 137.26, 137.96, 135.06, 42242.22893),
                   (1578240000000, 137.24, 137.97, 138.19, 136.64, 45304.34466),
                   (1578254400000, 137.97, 135.37, 138.06, 134.21, 47033.91943),
                   (1578268800000, 135.37, 139.49, 139.67, 134.86, 81445.25944),
                   (1578283200000, 139.49, 138.87, 140.0, 138.54, 31894.33568),
                   (1578297600000, 138.87, 141.54, 143.06, 138.81, 87065.38988),
                   (1578312000000, 141.54, 140.2, 143.22, 139.08, 101925.464),
                   (1578326400000, 140.19, 141.35, 141.86, 140.0, 35540.05181),
                   (1578340800000, 141.35, 144.15, 144.41, 141.26, 70149.77294),
                   (1578355200000, 144.14, 143.5, 145.31, 143.16, 84551.69867),
                   (1578369600000, 143.5, 142.87, 143.62, 142.15, 42983.64715),
                   (1578384000000, 142.87, 142.62, 143.78, 142.45, 45824.82864),
                   (1578398400000, 142.62, 139.48, 142.66, 139.0, 85723.91095),
                   (1578412800000, 139.48, 143.19, 144.3, 138.76, 120461.92484),
                   (1578427200000, 143.19, 142.8, 145.0, 141.31, 68216.16256),
                   (1578441600000, 142.8, 144.48, 147.77, 142.71, 159159.79692),
                   (1578456000000, 144.54, 143.56, 145.25, 142.68, 63852.27131),
                   (1578470400000, 143.53, 143.5, 144.5, 142.97, 41296.85943),
                   (1578484800000, 143.52, 141.42, 143.69, 140.39, 108153.28432),
                   (1578499200000, 141.42, 137.84, 141.91, 137.71, 135381.27344),
                   (1578513600000, 137.89, 140.72, 141.5, 137.03, 62622.09222),
                   (1578528000000, 140.76, 139.94, 141.5, 139.43, 48045.14801),
                   (1578542400000, 139.96, 139.93, 140.39, 138.69, 46062.9573),
                   (1578556800000, 139.91, 138.24, 140.06, 137.68, 55831.97865),
                   (1578571200000, 138.24, 138.2, 138.93, 137.75, 38213.33663),
                   (1578585600000, 138.19, 137.54, 138.49, 135.3, 86229.7553),
                   (1578600000000, 137.52, 137.74, 139.33, 136.06, 91692.8898),
                   (1578614400000, 137.73, 136.98, 137.98, 136.32, 31293.60499),
                   (1578628800000, 136.99, 136.63, 137.14, 135.32, 39397.41753),
                   (1578643200000, 136.62, 138.43, 139.03, 135.34, 70483.8208),
                   (1578657600000, 138.42, 142.51, 143.0, 138.05, 99766.17131),
                   (1578672000000, 142.53, 143.42, 145.17, 140.62, 128205.94818),
                   (1578686400000, 143.42, 144.84, 145.0, 141.6, 40256.63226),
                   (1578700800000, 144.83, 143.47, 145.33, 142.8, 60605.83939),
                   (1578715200000, 143.47, 142.93, 144.05, 142.09, 40379.42314),
                   (1578729600000, 142.93, 142.63, 144.0, 142.36, 47925.81196),
                   (1578744000000, 142.63, 143.41, 143.72, 142.1, 35999.3517),
                   (1578758400000, 143.41, 146.29, 148.05, 142.6, 96688.13102),
                   (1578772800000, 146.27, 142.38, 147.65, 142.23, 86752.02218),
                   (1578787200000, 142.4, 143.93, 144.5, 141.76, 50820.85119),
                   (1578801600000, 143.97, 144.54, 145.88, 143.36, 42226.75116),
                   (1578816000000, 144.55, 143.48, 145.4, 143.2, 33570.53538),
                   (1578830400000, 143.48, 144.92, 145.4, 143.33, 39475.81486),
                   (1578844800000, 144.93, 144.46, 145.61, 143.57, 42500.10928),
                   (1578859200000, 144.46, 146.54, 146.6, 144.31, 20947.7995),
                   (1578873600000, 146.56, 143.38, 147.0, 142.57, 55573.01486),
                   (1578888000000, 143.39, 142.87, 144.03, 142.27, 29322.38282),
                   (1578902400000, 142.88, 142.77, 144.44, 142.54, 41106.34042),
                   (1578916800000, 142.76, 142.83, 143.74, 142.6, 30017.63392),
                   (1578931200000, 142.83, 143.5, 143.95, 142.55, 23716.78384),
                   (1578945600000, 143.5, 143.58, 144.66, 143.42, 28260.46279),
                   (1578960000000, 143.58, 148.94, 149.34, 143.51, 151274.82324),
                   (1578974400000, 148.94, 149.0, 150.74, 148.0, 94573.55009),
                   (1578988800000, 149.0, 151.56, 151.75, 148.93, 82788.79616),
                   (1579003200000, 151.56, 156.04, 157.69, 150.75, 248079.89442),
                   (1579017600000, 155.89, 165.42, 171.7, 153.09, 409962.06726),
                   (1579032000000, 165.42, 165.64, 168.0, 160.31, 121797.18069),
                   (1579046400000, 165.6, 162.64, 171.98, 162.64, 224802.32614),
                   (1579060800000, 162.63, 161.54, 163.8, 159.2, 117864.30015),
                   (1579075200000, 161.48, 164.43, 167.8, 161.0, 95587.6489),
                   (1579089600000, 164.49, 162.41, 168.92, 162.0, 124284.15347),
                   (1579104000000, 162.41, 164.61, 165.2, 160.52, 80778.00758),
                   (1579118400000, 164.62, 166.4, 167.34, 163.91, 78371.36757),
                   (1579132800000, 166.4, 159.85, 167.4, 157.8, 136033.58201),
                   (1579147200000, 159.87, 161.0, 162.6, 159.28, 48395.02249),
                   (1579161600000, 161.0, 164.07, 164.08, 159.65, 66603.0619),
                   (1579176000000, 164.01, 162.52, 165.62, 160.2, 82647.83991),
                   (1579190400000, 162.51, 163.57, 164.26, 160.65, 66267.63311),
                   (1579204800000, 163.56, 164.21, 165.88, 162.31, 56223.72777),
                   (1579219200000, 164.24, 165.14, 167.44, 162.14, 95399.287),
                   (1579233600000, 165.14, 171.08, 171.51, 164.85, 190482.44857),
                   (1579248000000, 171.08, 169.99, 174.81, 169.66, 157524.37148),
                   (1579262400000, 169.98, 168.34, 170.24, 165.13, 101606.09506),
                   (1579276800000, 168.31, 169.23, 173.72, 167.02, 161847.09908),
                   (1579291200000, 169.23, 169.85, 173.38, 168.42, 60321.37734),
                   (1579305600000, 169.92, 171.93, 173.69, 169.0, 80500.66068),
                   (1579320000000, 171.91, 168.07, 171.97, 164.92, 108080.20752),
                   (1579334400000, 168.1, 169.07, 170.11, 167.21, 44265.8363),
                   (1579348800000, 169.12, 175.53, 179.5, 168.84, 266976.18709),
                   (1579363200000, 175.54, 174.97, 177.6, 172.73, 132076.9813),
                   (1579377600000, 174.95, 174.14, 177.04, 173.87, 56883.30693),
                   (1579392000000, 174.1, 176.25, 178.05, 173.29, 102103.65747),
                   (1579406400000, 176.26, 176.55, 176.9, 174.6, 59068.41919),
                   (1579420800000, 176.55, 166.62, 177.3, 164.0, 175056.12278),
                   (1579435200000, 166.61, 164.81, 166.61, 161.66, 137153.59993),
                   (1579449600000, 164.75, 164.92, 166.18, 163.88, 67871.14047),
                   (1579464000000, 164.95, 166.79, 167.5, 163.56, 83428.3462),
                   (1579478400000, 166.79, 165.66, 167.6, 165.1, 47995.664),
                   (1579492800000, 165.65, 165.63, 166.4, 164.29, 43112.18531),
                   (1579507200000, 165.62, 163.04, 166.25, 161.88, 57953.5849),
                   (1579521600000, 163.05, 166.83, 167.04, 161.24, 94533.85325),
                   (1579536000000, 166.88, 167.67, 167.79, 165.96, 59096.94886),
                   (1579550400000, 167.66, 166.87, 169.33, 166.6, 55400.64778),
                   (1579564800000, 166.86, 168.3, 168.4, 165.61, 43195.98364),
                   (1579579200000, 168.32, 166.53, 168.86, 166.17, 45753.14593),
                   (1579593600000, 166.51, 167.93, 168.7, 165.86, 59330.45841),
                   (1579608000000, 167.92, 168.1, 169.25, 167.32, 35651.63268),
                   (1579622400000, 168.09, 165.12, 168.48, 164.8, 58105.51505),
                   (1579636800000, 165.13, 169.49, 170.32, 165.12, 65970.89959),
                   (1579651200000, 169.48, 168.69, 170.05, 167.79, 35923.95804),
                   (1579665600000, 168.69, 169.2, 171.47, 168.62, 72123.02613),
                   (1579680000000, 169.25, 168.0, 169.55, 167.31, 68841.08758),
                   (1579694400000, 168.0, 167.42, 168.31, 166.03, 41794.51926),
                   (1579708800000, 167.43, 168.0, 169.04, 166.62, 36763.70026),
                   (1579723200000, 167.97, 168.07, 168.23, 167.5, 16794.61159),
                   (1579737600000, 168.07, 165.44, 168.2, 164.18, 68790.27107),
                   (1579752000000, 165.44, 164.88, 165.57, 162.71, 71120.72779),
                   (1579766400000, 164.86, 162.7, 165.69, 162.5, 62768.27365),
                   (1579780800000, 162.7, 163.15, 163.9, 161.08, 64252.37778),
                   (1579795200000, 163.17, 160.63, 163.47, 159.21, 68009.80621),
                   (1579809600000, 160.62, 162.81, 163.46, 159.85, 38472.89335),
                   (1579824000000, 162.85, 158.99, 163.42, 157.5, 72563.75256),
                   (1579838400000, 158.99, 159.25, 159.98, 158.25, 43247.07417),
                   (1579852800000, 159.24, 160.63, 161.02, 155.55, 111919.12377),
                   (1579867200000, 160.7, 162.62, 163.32, 160.0, 97650.82676),
                   (1579881600000, 162.67, 163.71, 164.45, 160.6, 67213.29973),
                   (1579896000000, 163.7, 162.54, 164.37, 162.0, 37419.12203),
                   (1579910400000, 162.51, 159.05, 162.58, 157.61, 69837.78268),
                   (1579924800000, 159.0, 159.53, 160.61, 158.65, 24339.51967),
                   (1579939200000, 159.53, 159.29, 161.52, 158.8, 43622.15031),
                   (1579953600000, 159.3, 160.41, 161.0, 158.7, 25015.67605),
                   (1579968000000, 160.43, 161.0, 161.6, 159.95, 24774.52771),
                   (1579982400000, 161.0, 160.35, 162.79, 160.14, 32331.99555),
                   (1579996800000, 160.36, 161.22, 161.78, 159.41, 29271.42445),
                   (1580011200000, 161.22, 161.23, 161.69, 160.46, 17225.08052),
                   (1580025600000, 161.24, 163.14, 163.63, 160.87, 56736.30919),
                   (1580040000000, 163.17, 163.37, 164.1, 162.78, 36517.27056),
                   (1580054400000, 163.35, 166.18, 167.05, 163.19, 70824.72197),
                   (1580068800000, 166.12, 167.86, 168.08, 166.0, 41007.75089),
                   (1580083200000, 167.91, 167.7, 169.75, 167.38, 51706.813),
                   (1580097600000, 167.69, 167.32, 168.67, 166.39, 43720.05329),
                   (1580112000000, 167.32, 168.6, 168.9, 165.22, 65938.95519),
                   (1580126400000, 168.57, 170.03, 170.9, 168.16, 76917.10186),
                   (1580140800000, 170.01, 171.2, 172.56, 169.09, 84025.98689),
                   (1580155200000, 171.2, 170.08, 172.04, 169.63, 43585.90894),
                   (1580169600000, 170.04, 173.12, 174.0, 170.03, 76342.65998),
                   (1580184000000, 173.12, 172.0, 173.72, 170.65, 74993.9427),
                   (1580198400000, 171.98, 171.95, 173.13, 170.23, 62803.23365),
                   (1580212800000, 171.93, 172.35, 174.55, 170.51, 129087.90764),
                   (1580227200000, 172.34, 171.23, 172.96, 170.04, 51331.05247),
                   (1580241600000, 171.18, 175.64, 176.2, 171.15, 78875.09965),
                   (1580256000000, 175.58, 176.47, 177.56, 175.14, 74660.16993),
                   (1580270400000, 176.47, 178.08, 178.45, 175.86, 56266.6031),
                   (1580284800000, 178.03, 176.17, 178.35, 174.53, 72312.79611),
                   (1580299200000, 176.19, 175.09, 176.54, 174.8, 40602.23941),
                   (1580313600000, 175.1, 176.63, 177.13, 174.59, 35446.02544),
                   (1580328000000, 176.63, 173.72, 177.24, 173.33, 38095.06762),
                   (1580342400000, 173.68, 173.44, 174.0, 170.93, 52564.59869),
                   (1580356800000, 173.44, 176.09, 176.55, 173.37, 51845.75545),
                   (1580371200000, 176.07, 175.27, 176.8, 174.3, 39928.76052),
                   (1580385600000, 175.28, 177.63, 177.66, 175.04, 68133.78325),
                   (1580400000000, 177.62, 181.5, 182.24, 175.0, 170583.86195),
                   (1580414400000, 181.49, 184.69, 187.0, 181.49, 94664.90104),
                   (1580428800000, 184.71, 183.42, 185.82, 181.65, 58562.18072),
                   (1580443200000, 183.42, 182.48, 183.67, 180.52, 57440.54327),
                   (1580457600000, 182.47, 180.9, 183.58, 180.25, 62903.84299),
                   (1580472000000, 180.86, 180.04, 180.88, 175.22, 117421.47775),
                   (1580486400000, 180.01, 179.41, 180.63, 177.53, 49406.8051),
                   (1580500800000, 179.41, 179.99, 182.44, 179.21, 39861.68382),
                   (1580515200000, 179.94, 183.51, 184.28, 179.23, 54651.82918),
                   (1580529600000, 183.46, 183.13, 183.94, 181.46, 38692.35102),
                   (1580544000000, 183.13, 180.94, 183.32, 179.8, 56658.17802),
                   (1580558400000, 180.92, 181.48, 182.65, 179.81, 43155.44123),
                   (1580572800000, 181.48, 182.81, 183.9, 181.32, 41070.25286),
                   (1580587200000, 182.81, 183.6, 184.19, 182.23, 25142.07671),
                   (1580601600000, 183.63, 180.58, 183.68, 179.81, 48773.49333),
                   (1580616000000, 180.58, 187.17, 188.02, 179.1, 128164.63674),
                   (1580630400000, 187.17, 191.71, 192.25, 186.26, 125475.67866),
                   (1580644800000, 191.76, 192.49, 193.43, 189.48, 120538.08302),
                   (1580659200000, 192.47, 191.5, 193.23, 190.36, 58535.50907),
                   (1580673600000, 191.56, 188.44, 192.5, 188.04, 71133.73537),
                   (1580688000000, 188.48, 191.39, 195.19, 187.21, 137679.79387),
                   (1580702400000, 191.39, 190.04, 192.11, 189.5, 45720.21456),
                   (1580716800000, 190.04, 189.84, 190.81, 187.68, 59631.56507),
                   (1580731200000, 189.84, 187.58, 191.5, 187.42, 73483.30728),
                   (1580745600000, 187.59, 190.17, 190.24, 186.62, 60438.68613),
                   (1580760000000, 190.2, 189.69, 191.8, 188.13, 40222.3909),
                   (1580774400000, 189.74, 188.04, 191.6, 188.0, 49106.57764),
                   (1580788800000, 188.08, 188.28, 189.13, 186.18, 64796.78527),
                   (1580803200000, 188.28, 186.91, 188.48, 184.69, 106400.75682),
                   (1580817600000, 186.87, 188.37, 188.85, 184.77, 77373.10437),
                   (1580832000000, 188.37, 187.92, 189.8, 187.77, 42882.4712),
                   (1580846400000, 187.93, 188.91, 189.52, 186.9, 25830.00156),
                   (1580860800000, 188.91, 189.86, 190.28, 188.19, 43892.82413),
                   (1580875200000, 189.85, 190.87, 192.17, 189.1, 77581.19475),
                   (1580889600000, 190.83, 197.53, 197.89, 190.29, 111749.90942),
                   (1580904000000, 197.57, 198.86, 199.22, 195.61, 113315.40994),
                   (1580918400000, 198.86, 202.02, 204.93, 198.3, 133532.36441),
                   (1580932800000, 202.03, 203.78, 207.61, 202.0, 70870.41152),
                   (1580947200000, 203.78, 206.53, 206.6, 201.02, 71578.25124),
                   (1580961600000, 206.59, 209.26, 212.06, 204.81, 93539.61062),
                   (1580976000000, 209.28, 210.41, 210.99, 207.6, 101681.88016),
                   (1580990400000, 210.38, 212.41, 216.33, 205.19, 220569.02835)]
# dema
test_candles_18 = [(1581465600000, 236.69, 265.74, 275.34, 236.69, 1038073.74782),
                   (1581552000000, 265.74, 268.32, 277.69, 256.08, 1089679.1537),
                   (1581638400000, 268.34, 285.15, 287.15, 260.28, 734944.32266),
                   (1581724800000, 285.11, 264.88, 288.41, 261.86, 860813.14274),
                   (1581811200000, 264.91, 258.85, 274.0, 237.41, 1110118.46395),
                   (1581897600000, 258.89, 267.85, 268.77, 242.0, 1110371.39094),
                   (1581984000000, 267.9, 282.61, 285.88, 258.0, 1115523.43992),
                   (1582070400000, 282.64, 258.45, 285.0, 251.56, 705973.72988),
                   (1582156800000, 258.44, 256.96, 264.33, 245.34, 972969.71691),
                   (1582243200000, 256.97, 265.27, 268.24, 253.61, 525827.8734),
                   (1582329600000, 265.32, 261.57, 266.81, 256.0, 313062.52133),
                   (1582416000000, 261.55, 274.48, 275.68, 261.02, 444740.82883),
                   (1582502400000, 274.5, 265.52, 277.2, 257.09, 696591.72983),
                   (1582588800000, 265.47, 246.67, 266.22, 244.44, 774791.01027),
                   (1582675200000, 246.67, 223.93, 250.32, 215.66, 1395879.41507),
                   (1582761600000, 223.98, 227.79, 238.3, 210.0, 1273793.11658),
                   (1582848000000, 227.73, 226.76, 234.67, 214.01, 1054994.92397),
                   (1582934400000, 226.76, 217.21, 233.0, 217.0, 546866.6851),
                   (1583020800000, 217.29, 217.81, 227.89, 212.36, 715016.01941),
                   (1583107200000, 217.81, 231.97, 234.4, 216.07, 810051.4833),
                   (1583193600000, 232.1, 223.91, 232.46, 219.57, 741498.54825),
                   (1583280000000, 223.84, 224.26, 228.85, 220.23, 443780.33772),
                   (1583366400000, 224.26, 228.38, 234.09, 224.23, 601479.87587),
                   (1583452800000, 228.38, 244.88, 245.16, 227.33, 628147.3257),
                   (1583539200000, 244.93, 237.23, 251.93, 236.0, 633748.89662),
                   (1583625600000, 237.23, 199.43, 237.23, 195.5, 1278973.53741),
                   (1583712000000, 199.43, 202.81, 208.62, 190.0, 1661331.83553),
                   (1583798400000, 202.79, 200.7, 206.2, 195.54, 1020260.107),
                   (1583884800000, 200.74, 194.61, 203.18, 181.73, 1079824.90167),
                   (1583971200000, 194.61, 107.82, 195.55, 101.2, 3814533.14046)]
# mama
test_candles_19 = [(1563408000000, 210.8, 225.73, 229.65, 205.71, 609081.49094),
                   (1563494400000, 225.75, 220.73, 226.23, 212.52, 371622.21865),
                   (1563580800000, 220.84, 228.2, 235.09, 219.78, 325393.97225),
                   (1563667200000, 228.25, 225.38, 229.66, 216.99, 270046.1519),
                   (1563753600000, 225.49, 217.51, 228.34, 212.25, 271310.40446),
                   (1563840000000, 217.59, 212.48, 219.55, 208.36, 317876.48242),
                   (1563926400000, 212.55, 216.31, 218.28, 202.0, 331162.6484),
                   (1564012800000, 216.31, 219.14, 225.12, 215.23, 280370.29627),
                   (1564099200000, 219.14, 218.81, 220.0, 212.71, 197781.98653),
                   (1564185600000, 218.81, 207.3, 223.3, 203.0, 301209.41113),
                   (1564272000000, 207.3, 211.62, 213.52, 198.24, 218801.16693),
                   (1564358400000, 211.58, 210.89, 215.83, 206.59, 226941.28),
                   (1564444800000, 210.84, 209.58, 214.36, 204.4, 222683.79393),
                   (1564531200000, 209.57, 218.42, 218.79, 209.2, 207213.55658),
                   (1564617600000, 218.42, 216.84, 219.39, 210.54, 186806.18844),
                   (1564704000000, 216.8, 217.61, 222.18, 214.31, 206867.03039),
                   (1564790400000, 217.69, 222.14, 224.51, 216.62, 181591.95296),
                   (1564876800000, 222.14, 221.79, 223.34, 216.9, 135622.0258),
                   (1564963200000, 221.79, 233.54, 236.25, 221.79, 307956.27211),
                   (1565049600000, 233.53, 226.28, 239.15, 223.03, 341279.08159),
                   (1565136000000, 226.31, 226.1, 231.25, 220.95, 279104.7037),
                   (1565222400000, 226.11, 221.39, 228.5, 215.51, 236886.35423),
                   (1565308800000, 221.38, 210.53, 221.79, 207.3, 232062.12757),
                   (1565395200000, 210.52, 206.48, 215.0, 202.6, 252614.02389),
                   (1565481600000, 206.48, 216.42, 216.94, 206.14, 188474.09048),
                   (1565568000000, 216.41, 211.41, 216.81, 209.75, 122760.94619),
                   (1565654400000, 211.58, 209.3, 214.3, 204.0, 166922.48201),
                   (1565740800000, 209.31, 187.1, 209.9, 183.49, 325228.98931),
                   (1565827200000, 187.08, 188.03, 189.95, 181.23, 237953.09426),
                   (1565913600000, 187.98, 184.88, 188.39, 178.04, 282177.01584),
                   (1566000000000, 184.83, 185.59, 187.0, 181.83, 138799.61508),
                   (1566086400000, 185.67, 194.33, 197.91, 183.35, 175363.5062),
                   (1566172800000, 194.32, 202.28, 203.59, 192.7, 239541.5978),
                   (1566259200000, 202.24, 196.6, 202.75, 194.45, 189297.75494),
                   (1566345600000, 196.55, 187.45, 197.2, 179.53, 284973.64194),
                   (1566432000000, 187.45, 190.35, 195.14, 182.8, 245575.98772),
                   (1566518400000, 190.36, 194.02, 196.19, 188.16, 192548.51552),
                   (1566604800000, 194.02, 190.6, 194.09, 185.63, 167806.34294),
                   (1566691200000, 190.6, 186.54, 192.4, 182.8, 169862.91522),
                   (1566777600000, 186.54, 188.67, 193.7, 186.0, 254397.79472),
                   (1566864000000, 188.61, 187.24, 189.49, 184.75, 157898.563),
                   (1566950400000, 187.3, 173.03, 188.25, 166.48, 334480.61761),
                   (1567036800000, 173.03, 169.01, 173.5, 163.61, 295241.216),
                   (1567123200000, 169.03, 168.5, 170.77, 165.55, 238616.68868),
                   (1567209600000, 168.48, 171.57, 174.98, 165.63, 194999.19583),
                   (1567296000000, 171.52, 170.74, 173.42, 167.61, 191140.52368),
                   (1567382400000, 170.73, 178.05, 181.0, 170.02, 294627.31247),
                   (1567468800000, 178.0, 178.75, 183.0, 174.09, 327857.85447),
                   (1567555200000, 178.79, 174.72, 180.14, 173.0, 286226.25171),
                   (1567641600000, 174.7, 173.75, 176.19, 168.1, 232753.83596),
                   (1567728000000, 173.74, 169.08, 177.87, 165.0, 315822.37984),
                   (1567814400000, 169.11, 177.62, 180.8, 168.3, 253831.23169),
                   (1567900800000, 177.58, 181.19, 184.18, 176.13, 290083.47501),
                   (1567987200000, 181.18, 180.54, 185.38, 176.01, 273729.94868),
                   (1568073600000, 180.52, 179.81, 184.36, 177.0, 238387.50999),
                   (1568160000000, 179.87, 178.28, 182.8, 173.0, 278555.46708),
                   (1568246400000, 178.3, 180.72, 182.38, 176.62, 203543.13663),
                   (1568332800000, 180.71, 180.95, 181.38, 177.54, 264422.54059),
                   (1568419200000, 180.96, 188.13, 188.79, 179.75, 279371.83423),
                   (1568505600000, 188.14, 189.03, 190.45, 185.76, 288928.60827),
                   (1568592000000, 189.05, 197.22, 199.44, 188.3, 551006.81686),
                   (1568678400000, 197.23, 207.84, 215.13, 195.74, 715863.2262),
                   (1568764800000, 207.85, 210.21, 217.27, 207.66, 539028.51013),
                   (1568851200000, 210.27, 220.24, 223.94, 202.3, 844358.82155),
                   (1568937600000, 220.26, 218.03, 221.54, 212.05, 437804.12669),
                   (1569024000000, 218.01, 215.05, 221.5, 213.2, 417891.5242),
                   (1569110400000, 215.04, 211.2, 215.61, 206.1, 445388.94787),
                   (1569196800000, 211.2, 201.29, 211.68, 198.65, 392437.07084),
                   (1569283200000, 201.25, 165.81, 202.98, 150.03, 1478218.82714),
                   (1569369600000, 165.72, 169.96, 174.85, 161.88, 879001.46213),
                   (1569456000000, 169.96, 165.92, 171.01, 152.11, 779942.17148),
                   (1569542400000, 165.92, 173.79, 176.72, 161.03, 634932.96707),
                   (1569628800000, 173.83, 173.49, 175.49, 168.0, 521775.46593),
                   (1569715200000, 173.5, 169.24, 174.5, 164.12, 410855.12176),
                   (1569801600000, 169.26, 180.85, 181.24, 165.01, 580295.3997),
                   (1569888000000, 180.89, 175.66, 185.53, 173.19, 609819.60828),
                   (1569974400000, 175.65, 180.24, 181.29, 173.65, 348268.1162),
                   (1570060800000, 180.24, 174.69, 180.72, 169.55, 354756.78478),
                   (1570147200000, 174.71, 175.55, 178.98, 170.74, 333897.63876),
                   (1570233600000, 175.55, 176.25, 176.71, 172.02, 278488.61771),
                   (1570320000000, 176.23, 170.1, 177.04, 167.68, 314932.39629),
                   (1570406400000, 170.08, 179.85, 182.32, 168.68, 496523.48038),
                   (1570492800000, 179.88, 180.6, 184.87, 177.0, 400832.37828),
                   (1570579200000, 180.61, 192.62, 195.53, 178.96, 562506.82189),
                   (1570665600000, 192.61, 191.14, 194.2, 186.88, 436588.58452),
                   (1570752000000, 191.18, 180.72, 196.65, 179.41, 621693.63125),
                   (1570838400000, 180.65, 179.68, 184.64, 177.59, 290415.22038),
                   (1570924800000, 179.65, 180.99, 184.95, 178.52, 247589.23231),
                   (1571011200000, 180.98, 186.72, 187.54, 180.43, 279732.84612),
                   (1571097600000, 186.7, 180.49, 188.37, 175.96, 405466.38109),
                   (1571184000000, 180.52, 174.47, 181.44, 171.81, 347764.93459),
                   (1571270400000, 174.52, 177.16, 178.96, 172.61, 298795.8198),
                   (1571356800000, 177.17, 172.74, 177.44, 168.66, 319602.48508),
                   (1571443200000, 172.78, 171.79, 174.98, 169.44, 296918.73026),
                   (1571529600000, 171.84, 175.22, 176.88, 169.21, 299141.07152),
                   (1571616000000, 175.18, 173.98, 177.9, 171.59, 270608.51385),
                   (1571702400000, 174.0, 171.2, 175.04, 170.3, 255429.41624),
                   (1571788800000, 171.19, 162.35, 171.49, 153.45, 746955.09806),
                   (1571875200000, 162.35, 160.38, 163.72, 158.72, 387310.83766),
                   (1571961600000, 160.39, 181.5, 187.78, 160.25, 904832.86059),
                   (1572048000000, 181.53, 179.49, 197.74, 173.8, 1211737.43684),
                   (1572134400000, 179.42, 183.75, 188.7, 176.22, 724423.40525),
                   (1572220800000, 183.84, 181.72, 189.48, 180.35, 582179.44545),
                   (1572307200000, 181.67, 190.46, 192.74, 181.26, 529964.5054),
                   (1572393600000, 190.45, 183.13, 191.71, 179.28, 537770.43056),
                   (1572480000000, 183.14, 182.18, 185.27, 177.66, 410969.86104),
                   (1572566400000, 182.19, 182.85, 184.5, 177.02, 331519.76963),
                   (1572652800000, 182.86, 182.91, 186.0, 181.53, 179864.39739),
                   (1572739200000, 182.9, 181.54, 184.7, 178.95, 232621.52147),
                   (1572825600000, 181.53, 185.71, 188.64, 180.36, 321175.29134),
                   (1572912000000, 185.71, 188.68, 192.51, 182.22, 389668.6472),
                   (1572998400000, 188.65, 191.16, 195.09, 187.72, 343219.9224),
                   (1573084800000, 191.16, 186.68, 192.27, 184.59, 309882.08206),
                   (1573171200000, 186.67, 183.74, 188.26, 181.41, 365029.75027),
                   (1573257600000, 183.71, 184.89, 185.79, 182.63, 192073.38044),
                   (1573344000000, 184.86, 188.96, 191.58, 183.3, 274940.53448),
                   (1573430400000, 188.96, 184.98, 190.19, 184.06, 255579.93429),
                   (1573516800000, 184.98, 187.09, 187.65, 182.41, 256782.63119),
                   (1573603200000, 187.09, 188.11, 189.66, 185.3, 197273.84001),
                   (1573689600000, 188.07, 184.92, 188.72, 183.34, 245505.29971),
                   (1573776000000, 184.93, 180.0, 186.7, 177.67, 407466.78964),
                   (1573862400000, 179.99, 182.37, 183.46, 179.3, 172801.52576),
                   (1573948800000, 182.37, 183.82, 186.09, 180.0, 198892.4372),
                   (1574035200000, 183.82, 178.2, 184.06, 175.01, 293551.23632),
                   (1574121600000, 178.2, 175.94, 178.52, 172.65, 275886.6411),
                   (1574208000000, 175.93, 174.72, 177.41, 173.5, 216315.93309),
                   (1574294400000, 174.75, 161.01, 175.85, 157.26, 473895.92992),
                   (1574380800000, 161.02, 149.56, 162.79, 138.0, 977977.23794),
                   (1574467200000, 149.55, 151.84, 154.33, 146.11, 369721.0996),
                   (1574553600000, 151.84, 139.96, 152.86, 138.62, 352319.21558),
                   (1574640000000, 139.99, 145.69, 151.5, 131.45, 749675.41303),
                   (1574726400000, 145.81, 147.47, 149.97, 143.37, 354023.04298),
                   (1574812800000, 147.47, 152.62, 155.54, 140.84, 564796.4284),
                   (1574899200000, 152.61, 150.72, 154.63, 149.09, 317714.56326),
                   (1574985600000, 150.69, 154.57, 157.6, 150.23, 328712.25558),
                   (1575072000000, 154.54, 151.37, 155.25, 149.7, 226863.41299),
                   (1575158400000, 151.43, 150.73, 152.49, 145.79, 344178.14088),
                   (1575244800000, 150.72, 148.65, 151.42, 146.71, 233839.0973),
                   (1575331200000, 148.66, 147.17, 149.93, 145.77, 196329.22503),
                   (1575417600000, 147.19, 145.38, 151.98, 143.15, 434430.62379),
                   (1575504000000, 145.45, 148.1, 149.02, 143.64, 299073.53972),
                   (1575590400000, 148.11, 148.45, 149.77, 145.74, 220674.68581),
                   (1575676800000, 148.46, 147.14, 149.49, 146.85, 140471.68588),
                   (1575763200000, 147.16, 150.44, 151.62, 146.11, 205301.6026),
                   (1575849600000, 150.44, 147.38, 151.19, 146.56, 243775.99249),
                   (1575936000000, 147.4, 145.56, 148.57, 143.81, 203215.84937),
                   (1576022400000, 145.53, 143.39, 146.34, 142.12, 157843.10484),
                   (1576108800000, 143.41, 144.87, 145.85, 139.24, 261615.30437),
                   (1576195200000, 144.87, 144.8, 146.0, 142.8, 160695.18556),
                   (1576281600000, 144.8, 141.79, 145.07, 141.18, 126232.59201),
                   (1576368000000, 141.79, 142.46, 144.12, 139.92, 151189.65877),
                   (1576454400000, 142.46, 132.73, 142.72, 127.93, 471018.85942),
                   (1576540800000, 132.72, 121.88, 132.98, 119.11, 563257.36001),
                   (1576627200000, 121.88, 132.78, 134.87, 116.26, 884960.91334),
                   (1576713600000, 132.8, 128.1, 134.0, 125.69, 420674.8172),
                   (1576800000000, 128.1, 128.19, 129.39, 125.84, 213897.4673),
                   (1576886400000, 128.19, 126.99, 128.4, 126.5, 135196.11641),
                   (1576972800000, 127.0, 132.09, 133.07, 126.82, 253140.72413),
                   (1577059200000, 132.12, 127.8, 135.1, 126.0, 421600.75655),
                   (1577145600000, 127.8, 127.75, 129.69, 126.61, 200637.10098),
                   (1577232000000, 127.7, 125.09, 127.84, 123.07, 225004.4909),
                   (1577318400000, 125.09, 125.58, 132.26, 124.32, 274986.52097),
                   (1577404800000, 125.58, 126.29, 127.1, 121.91, 240012.37451),
                   (1577491200000, 126.28, 128.11, 129.68, 125.84, 196893.52277),
                   (1577577600000, 128.11, 134.36, 138.07, 127.52, 316347.26666),
                   (1577664000000, 134.36, 131.59, 136.24, 130.3, 320347.21956),
                   (1577750400000, 131.61, 129.16, 133.68, 128.17, 264933.98418),
                   (1577836800000, 129.16, 130.77, 133.05, 128.68, 144770.52197),
                   (1577923200000, 130.72, 127.19, 130.78, 126.38, 213757.05806),
                   (1578009600000, 127.19, 134.35, 135.14, 125.88, 413055.18895),
                   (1578096000000, 134.37, 134.2, 135.85, 132.5, 184276.17102),
                   (1578182400000, 134.2, 135.37, 138.19, 134.19, 254120.45343),
                   (1578268800000, 135.37, 144.15, 144.41, 134.86, 408020.27375),
                   (1578355200000, 144.14, 142.8, 145.31, 138.76, 447762.17281),
                   (1578441600000, 142.8, 140.72, 147.77, 137.03, 570465.57764),
                   (1578528000000, 140.76, 137.74, 141.5, 135.3, 366076.06569),
                   (1578614400000, 137.73, 144.84, 145.17, 135.32, 409403.59507),
                   (1578700800000, 144.83, 142.38, 148.05, 142.09, 368350.57939),
                   (1578787200000, 142.4, 146.54, 146.6, 141.76, 229541.86137),
                   (1578873600000, 146.56, 143.58, 147.0, 142.27, 207996.61865),
                   (1578960000000, 143.58, 165.64, 171.7, 143.51, 1108476.31186),
                   (1579046400000, 165.6, 166.4, 171.98, 159.2, 721687.80381),
                   (1579132800000, 166.4, 164.21, 167.4, 157.8, 456170.86719),
                   (1579219200000, 164.24, 169.85, 174.81, 162.14, 767180.67853),
                   (1579305600000, 169.92, 174.14, 179.5, 164.92, 688783.17982),
                   (1579392000000, 174.1, 166.79, 178.05, 161.66, 624681.28604),
                   (1579478400000, 166.79, 166.87, 169.33, 161.24, 358092.8841),
                   (1579564800000, 166.86, 169.49, 170.32, 164.8, 308007.6353),
                   (1579651200000, 169.48, 168.07, 171.47, 166.03, 272240.90286),
                   (1579737600000, 168.07, 162.81, 168.2, 159.21, 373414.34985),
                   (1579824000000, 162.85, 162.54, 164.45, 155.55, 430013.19902),
                   (1579910400000, 162.51, 160.35, 162.79, 157.61, 219921.65197),
                   (1579996800000, 160.36, 167.86, 168.08, 159.41, 251582.55758),
                   (1580083200000, 167.91, 170.08, 172.56, 165.22, 365894.81917),
                   (1580169600000, 170.04, 175.64, 176.2, 170.03, 473433.89609),
                   (1580256000000, 175.58, 173.72, 178.45, 173.33, 317382.90161),
                   (1580342400000, 173.68, 184.69, 187.0, 170.93, 477721.6609),
                   (1580428800000, 184.71, 179.99, 185.82, 175.22, 385596.53365),
                   (1580515200000, 179.94, 183.6, 184.28, 179.23, 259370.12902),
                   (1580601600000, 183.63, 188.44, 193.43, 179.1, 552621.13619),
                   (1580688000000, 188.48, 189.69, 195.19, 186.62, 417175.95781),
                   (1580774400000, 189.74, 188.91, 191.6, 184.69, 366389.69686),
                   (1580860800000, 188.91, 203.78, 207.61, 188.19, 550942.11417),
                   (1580947200000, 203.78, 213.19, 216.33, 201.02, 608240.2233),
                   (1581033600000, 213.16, 223.33, 225.0, 213.14, 629361.15466),
                   (1581120000000, 223.36, 223.05, 227.75, 213.22, 548551.87465),
                   (1581206400000, 223.01, 228.49, 230.65, 222.86, 350336.24399),
                   (1581292800000, 228.53, 222.89, 229.4, 216.37, 510415.49949),
                   (1581379200000, 222.89, 236.69, 239.15, 218.17, 595576.90276),
                   (1581465600000, 236.69, 265.74, 275.34, 236.69, 1038073.74782),
                   (1581552000000, 265.74, 268.32, 277.69, 256.08, 1089679.1537),
                   (1581638400000, 268.34, 285.15, 287.15, 260.28, 734944.32266),
                   (1581724800000, 285.11, 264.88, 288.41, 261.86, 860813.14274),
                   (1581811200000, 264.91, 258.85, 274.0, 237.41, 1110118.46395),
                   (1581897600000, 258.89, 267.85, 268.77, 242.0, 1110371.39094),
                   (1581984000000, 267.9, 282.61, 285.88, 258.0, 1115523.43992),
                   (1582070400000, 282.64, 258.45, 285.0, 251.56, 705973.72988),
                   (1582156800000, 258.44, 256.96, 264.33, 245.34, 972969.71691),
                   (1582243200000, 256.97, 265.27, 268.24, 253.61, 525827.8734),
                   (1582329600000, 265.32, 261.57, 266.81, 256.0, 313062.52133),
                   (1582416000000, 261.55, 274.48, 275.68, 261.02, 444740.82883),
                   (1582502400000, 274.5, 265.52, 277.2, 257.09, 696591.72983),
                   (1582588800000, 265.47, 246.67, 266.22, 244.44, 774791.01027),
                   (1582675200000, 246.67, 223.93, 250.32, 215.66, 1395879.41507),
                   (1582761600000, 223.98, 227.79, 238.3, 210.0, 1273793.11658),
                   (1582848000000, 227.73, 226.76, 234.67, 214.01, 1054994.92397),
                   (1582934400000, 226.76, 217.21, 233.0, 217.0, 546866.6851),
                   (1583020800000, 217.29, 217.81, 227.89, 212.36, 715016.01941),
                   (1583107200000, 217.81, 231.97, 234.4, 216.07, 810051.4833),
                   (1583193600000, 232.1, 223.91, 232.46, 219.57, 741498.54825),
                   (1583280000000, 223.84, 224.26, 228.85, 220.23, 443780.33772),
                   (1583366400000, 224.26, 228.38, 234.09, 224.23, 601479.87587),
                   (1583452800000, 228.38, 244.88, 245.16, 227.33, 628147.3257),
                   (1583539200000, 244.93, 237.23, 251.93, 236.0, 633748.89662),
                   (1583625600000, 237.23, 199.43, 237.23, 195.5, 1278973.53741),
                   (1583712000000, 199.43, 202.81, 208.62, 190.0, 1661331.83553),
                   (1583798400000, 202.79, 200.7, 206.2, 195.54, 1020260.107),
                   (1583884800000, 200.74, 194.61, 203.18, 181.73, 1079824.90167),
                   (1583971200000, 194.61, 107.82, 195.55, 101.2, 3814533.14046)]

test_candles_sol = [
    (1672531200000, 9.97, 9.98, 9.98, 9.95, 6012.86),
    (1672531260000, 9.98, 10.01, 10.02, 9.98, 10999.19),
    (1672531320000, 10, 10.01, 10.01, 9.99, 2743.61),
    (1672531380000, 10, 10.01, 10.02, 10, 1603.08),
    (1672531440000, 10, 10, 10.01, 9.99, 4438.49),
    (1672531500000, 10.01, 10, 10.02, 10, 1257.88),
    (1672531560000, 10, 9.99, 10.01, 9.99, 1063),
    (1672531620000, 10, 9.99, 10.01, 9.99, 872.6),
    (1672531680000, 10, 9.97, 10, 9.97, 648.39),
    (1672531740000, 9.97, 9.96, 9.97, 9.96, 1011.85),
    (1672531800000, 9.97, 9.97, 9.98, 9.96, 1909.9),
    (1672531860000, 9.97, 9.97, 9.97, 9.96, 1509.64),
    (1672531920000, 9.96, 9.95, 9.96, 9.94, 1901.28),
    (1672531980000, 9.95, 9.96, 9.96, 9.94, 2496.99),
    (1672532040000, 9.95, 9.95, 9.96, 9.94, 2112.13),
    (1672532100000, 9.95, 9.95, 9.95, 9.93, 3874.95),
    (1672532160000, 9.95, 9.95, 9.96, 9.94, 1598.77),
    (1672532220000, 9.95, 9.94, 9.95, 9.94, 1951.65),
    (1672532280000, 9.94, 9.95, 9.96, 9.93, 3442.14),
    (1672532340000, 9.95, 9.97, 9.98, 9.94, 3426.05),
    (1672532400000, 9.97, 9.98, 9.98, 9.96, 1486.2),
    (1672532460000, 9.97, 10, 10, 9.97, 479.29),
    (1672532520000, 9.99, 9.98, 9.99, 9.97, 1502.1),
    (1672532580000, 9.98, 10, 10.01, 9.98, 2066.12),
    (1672532640000, 10, 9.98, 10, 9.98, 655.88),
    (1672532700000, 9.99, 10, 10, 9.98, 3875.85),
    (1672532760000, 10.01, 10.01, 10.02, 10.01, 4325.91),
    (1672532820000, 10.01, 10.02, 10.02, 10.01, 1638.06),
    (1672532880000, 10.02, 10.02, 10.02, 10.01, 1333.87),
    (1672532940000, 10.02, 10.02, 10.02, 10.01, 225.79),
    (1672533000000, 10.01, 10, 10.02, 10, 1325.69),
    (1672533060000, 10, 10, 10, 9.99, 130.81),
    (1672533120000, 9.99, 9.98, 10, 9.98, 673.64),
    (1672533180000, 9.99, 9.99, 10, 9.98, 376.7),
    (1672533240000, 9.99, 9.98, 9.99, 9.97, 723.08),
    (1672533300000, 9.98, 9.97, 9.98, 9.97, 3931.94),
    (1672533360000, 9.98, 9.97, 9.98, 9.96, 3292.88),
    (1672533420000, 9.97, 9.95, 9.97, 9.94, 6728.53),
    (1672533480000, 9.95, 9.96, 9.97, 9.95, 2206.68),
    (1672533540000, 9.96, 9.97, 9.98, 9.96, 3032.95),
    (1672533600000, 9.97, 9.96, 9.97, 9.96, 175),
    (1672533660000, 9.96, 9.96, 9.96, 9.95, 1082.37),
    (1672533720000, 9.95, 9.95, 9.95, 9.94, 3514.5),
    (1672533780000, 9.95, 9.96, 9.96, 9.94, 446.21),
    (1672533840000, 9.95, 9.95, 9.97, 9.95, 2158.46),
    (1672533900000, 9.95, 9.96, 9.96, 9.95, 1512.61),
    (1672533960000, 9.96, 9.97, 9.97, 9.96, 1111.22),
    (1672534020000, 9.97, 9.98, 9.98, 9.97, 647.96),
    (1672534080000, 9.98, 9.97, 9.98, 9.97, 954.32),
    (1672534140000, 9.98, 9.98, 9.99, 9.98, 2885.52),
    (1672534200000, 9.98, 9.99, 9.99, 9.97, 2375.62),
    (1672534260000, 9.98, 10, 10, 9.97, 4595.64),
    (1672534320000, 9.99, 9.99, 10, 9.99, 1598.48),
    (1672534380000, 9.99, 9.99, 9.99, 9.99, 1169.66),
    (1672534440000, 9.99, 10, 10, 9.99, 1391.42),
    (1672534500000, 9.99, 9.99, 10, 9.99, 2006.7),
    (1672534560000, 9.99, 9.99, 10, 9.99, 292.89),
    (1672534620000, 9.99, 10, 10.01, 9.99, 1966.99),
    (1672534680000, 10, 9.99, 10, 9.98, 563.89),
    (1672534740000, 9.98, 9.99, 9.99, 9.98, 1143.79),
    (1672534800000, 9.99, 9.99, 10, 9.98, 1176.35),
    (1672534860000, 9.99, 9.99, 9.99, 9.98, 2147.82),
    (1672534920000, 9.99, 10, 10, 9.99, 629.53),
    (1672534980000, 9.99, 9.99, 9.99, 9.99, 134.64),
    (1672535040000, 10, 9.99, 10, 9.98, 1108.93),
    (1672535100000, 10, 10, 10.01, 10, 952.43),
    (1672535160000, 10.01, 10.01, 10.01, 10.01, 26.3),
    (1672535220000, 10.01, 10.02, 10.02, 10.01, 543.91),
    (1672535280000, 10.02, 10.02, 10.03, 10.01, 2903.66),
    (1672535340000, 10.03, 10.04, 10.04, 10.02, 1666.83),
    (1672535400000, 10.04, 10.05, 10.06, 10.04, 13699.34),
    (1672535460000, 10.05, 10.04, 10.05, 10.03, 1020.91),
    (1672535520000, 10.03, 10.03, 10.03, 10.02, 874.67),
    (1672535580000, 10.03, 10.03, 10.03, 10.03, 796.63),
    (1672535640000, 10.03, 10.01, 10.03, 10.01, 1008.26),
    (1672535700000, 10.01, 10.03, 10.04, 10.01, 2721.08),
    (1672535760000, 10.04, 10.02, 10.05, 10.02, 2266.46),
    (1672535820000, 10.03, 10.03, 10.04, 10.03, 861.96),
    (1672535880000, 10.04, 10.04, 10.04, 10.03, 566.92),
    (1672535940000, 10.04, 10.04, 10.04, 10.04, 1113.72),
    (1672536000000, 10.03, 10.03, 10.03, 10.03, 1490.31),
    (1672536060000, 10.03, 10.03, 10.03, 10.03, 2289.18),
    (1672536120000, 10.03, 10.03, 10.04, 10.03, 226.51),
    (1672536180000, 10.03, 10.02, 10.03, 10.02, 412.55),
    (1672536240000, 10.02, 10.03, 10.03, 10.02, 704.4),
    (1672536300000, 10.04, 10.03, 10.05, 10.03, 2551.2),
    (1672536360000, 10.03, 10.06, 10.06, 10.03, 19448.95),
    (1672536420000, 10.05, 10.05, 10.06, 10.04, 6164.03),
    (1672536480000, 10.05, 10.04, 10.05, 10.04, 435.12),
    (1672536540000, 10.05, 10.05, 10.06, 10.05, 276.07),
    (1672536600000, 10.06, 10.05, 10.06, 10.05, 71.77),
    (1672536660000, 10.05, 10.05, 10.07, 10.05, 4348.09),
    (1672536720000, 10.06, 10.05, 10.06, 10.04, 6683.92),
    (1672536780000, 10.04, 10.04, 10.05, 10.04, 97.44),
    (1672536840000, 10.04, 10.06, 10.06, 10.04, 2802.31),
    (1672536900000, 10.05, 10.06, 10.06, 10.05, 475.3),
    (1672536960000, 10.06, 10.05, 10.07, 10.05, 2027.99),
    (1672537020000, 10.05, 10.05, 10.06, 10.04, 4810.31),
    (1672537080000, 10.05, 10.05, 10.06, 10.05, 200.56),
    (1672537140000, 10.05, 10.05, 10.06, 10.05, 325.34),
    (1672537200000, 10.05, 10.05, 10.07, 10.05, 2585.52),
    (1672537260000, 10.06, 10.06, 10.06, 10.05, 471.76),
    (1672537320000, 10.06, 10.06, 10.07, 10.06, 919.67),
    (1672537380000, 10.07, 10.05, 10.07, 10.05, 3235.87),
    (1672537440000, 10.05, 10.04, 10.06, 10.04, 2089.02),
    (1672537500000, 10.04, 10.03, 10.05, 10.03, 2938.33),
    (1672537560000, 10.03, 10.04, 10.04, 10.03, 113.98),
    (1672537620000, 10.03, 10.05, 10.05, 10.03, 745.57),
    (1672537680000, 10.05, 10.05, 10.05, 10.04, 242.57),
    (1672537740000, 10.05, 10.05, 10.05, 10.04, 852.11),
    (1672537800000, 10.05, 10.04, 10.05, 10.04, 416.65),
    (1672537860000, 10.04, 10.03, 10.04, 10.03, 1440),
    (1672537920000, 10.03, 10.02, 10.03, 10.02, 240.59),
    (1672537980000, 10.02, 10.03, 10.04, 10.02, 2825.32),
    (1672538040000, 10.03, 10.04, 10.04, 10.03, 465.44),
    (1672538100000, 10.03, 10.03, 10.03, 10.03, 12.72),
    (1672538160000, 10.03, 10.04, 10.04, 10.03, 417.56),
    (1672538220000, 10.05, 10.04, 10.05, 10.03, 1137.68),
    (1672538280000, 10.05, 10.03, 10.05, 10.03, 2683.54),
    (1672538340000, 10.04, 10.04, 10.04, 10.04, 2402.22),
    (1672538400000, 10.04, 10.02, 10.04, 10.02, 9862.71),
    (1672538460000, 10.03, 10.03, 10.03, 10.02, 810.77),
    (1672538520000, 10.02, 10.03, 10.03, 10.02, 85.66),
    (1672538580000, 10.02, 10.02, 10.03, 10.02, 3696.33),
    (1672538640000, 10.01, 10.01, 10.02, 10, 902.48),
    (1672538700000, 10, 10, 10.01, 10, 423.01),
    (1672538760000, 10.01, 10.01, 10.01, 10, 196.31),
    (1672538820000, 10.01, 10.01, 10.01, 10.01, 572.54),
    (1672538880000, 10.01, 10.02, 10.03, 10.01, 4863.36),
    (1672538940000, 10.03, 10.03, 10.03, 10.03, 396.34),
    (1672539000000, 10.03, 10.03, 10.04, 10.03, 517.02),
    (1672539060000, 10.03, 10.04, 10.04, 10.03, 699.71),
    (1672539120000, 10.04, 10.05, 10.05, 10.03, 819.17),
    (1672539180000, 10.05, 10.06, 10.06, 10.04, 642.45),
    (1672539240000, 10.06, 10.07, 10.07, 10.05, 3845.62),
    (1672539300000, 10.06, 10.06, 10.07, 10.06, 2233.22),
    (1672539360000, 10.06, 10.08, 10.08, 10.06, 4973.68),
    (1672539420000, 10.09, 10.07, 10.09, 10.07, 1129.99),
    (1672539480000, 10.07, 10.05, 10.07, 10.05, 654.84),
    (1672539540000, 10.06, 10.06, 10.06, 10.06, 509.14),
    (1672539600000, 10.06, 10.06, 10.06, 10.04, 1780.85),
    (1672539660000, 10.05, 10.04, 10.05, 10.04, 706.3),
    (1672539720000, 10.04, 10.04, 10.04, 10.04, 0),
    (1672539780000, 10.05, 10.04, 10.05, 10.03, 947.57),
    (1672539840000, 10.04, 10.05, 10.05, 10.04, 479.51),
    (1672539900000, 10.04, 10.04, 10.04, 10.03, 437.96),
    (1672539960000, 10.04, 10.05, 10.06, 10.03, 547.7),
    (1672540020000, 10.05, 10.04, 10.05, 10.04, 508.05),
    (1672540080000, 10.05, 10.06, 10.06, 10.05, 3622.96),
    (1672540140000, 10.06, 10.06, 10.06, 10.05, 23.09),
    (1672540200000, 10.06, 10.06, 10.06, 10.05, 26.6),
    (1672540260000, 10.06, 10.05, 10.06, 10.05, 46.79),
    (1672540320000, 10.06, 10.07, 10.07, 10.05, 943.65),
    (1672540380000, 10.06, 10.07, 10.07, 10.06, 699.37),
    (1672540440000, 10.07, 10.07, 10.07, 10.06, 119.67),
    (1672540500000, 10.06, 10.07, 10.07, 10.06, 1013.36),
    (1672540560000, 10.07, 10.06, 10.07, 10.05, 269.42),
    (1672540620000, 10.05, 10.06, 10.06, 10.05, 12.78),
    (1672540680000, 10.06, 10.04, 10.06, 10.04, 439.52),
    (1672540740000, 10.05, 10.04, 10.05, 10.04, 1398.26),
    (1672540800000, 10.05, 10.03, 10.05, 10.03, 2296.74),
    (1672540860000, 10.03, 10.04, 10.04, 10.03, 123.63),
    (1672540920000, 10.04, 10.03, 10.04, 10.03, 39.89),
    (1672540980000, 10.04, 10.03, 10.04, 10.03, 915.61),
    (1672541040000, 10.03, 10.04, 10.04, 10.03, 1673.52),
    (1672541100000, 10.04, 10.04, 10.04, 10.03, 1519.31),
    (1672541160000, 10.04, 10.03, 10.04, 10.03, 402.57),
    (1672541220000, 10.03, 10.02, 10.03, 10.02, 337.17),
    (1672541280000, 10.03, 10.02, 10.03, 10.01, 541.12),
    (1672541340000, 10.02, 10.02, 10.02, 10.02, 471.1),
    (1672541400000, 10.02, 10.01, 10.02, 10.01, 364.6),
    (1672541460000, 10.02, 10.01, 10.02, 10.01, 201.81),
    (1672541520000, 10.02, 10.02, 10.02, 10.01, 58.88),
    (1672541580000, 10.02, 10.02, 10.02, 10.01, 494.06),
    (1672541640000, 10.02, 10.01, 10.02, 10.01, 1000.07),
    (1672541700000, 10.02, 10.02, 10.02, 10.02, 112.11),
    (1672541760000, 10.01, 10.02, 10.02, 10.01, 1006.28),
    (1672541820000, 10.02, 10.02, 10.03, 10.02, 1584.64),
    (1672541880000, 10.02, 10.02, 10.02, 10.01, 580.09),
    (1672541940000, 10.02, 10.02, 10.02, 10.02, 34.55),
    (1672542000000, 10.02, 10.01, 10.02, 10, 2078.9),
    (1672542060000, 10.01, 10.01, 10.01, 10, 2412.61),
    (1672542120000, 10.01, 10, 10.01, 9.99, 1561.87),
    (1672542180000, 10, 10, 10, 9.98, 448.95),
    (1672542240000, 10, 9.99, 10, 9.99, 102.44),
    (1672542300000, 10, 9.99, 10, 9.99, 376.41),
    (1672542360000, 9.99, 10, 10, 9.99, 924.18),
    (1672542420000, 10, 10.01, 10.01, 9.99, 803.55),
    (1672542480000, 10, 10, 10, 9.99, 237.65),
    (1672542540000, 9.99, 9.99, 10, 9.98, 1849.61),
    (1672542600000, 9.99, 9.96, 9.99, 9.95, 5742.28),
    (1672542660000, 9.96, 9.97, 9.97, 9.95, 3174.98),
    (1672542720000, 9.97, 9.96, 9.97, 9.95, 509.55),
    (1672542780000, 9.96, 9.95, 9.96, 9.95, 5933.57),
    (1672542840000, 9.95, 9.96, 9.96, 9.94, 3608.08),
    (1672542900000, 9.95, 9.94, 9.96, 9.93, 4956.63),
    (1672542960000, 9.94, 9.94, 9.95, 9.94, 660.84),
    (1672543020000, 9.93, 9.93, 9.94, 9.93, 1166.06),
    (1672543080000, 9.93, 9.93, 9.94, 9.91, 2535.58),
    (1672543140000, 9.92, 9.92, 9.92, 9.91, 2876.85),
    (1672543200000, 9.93, 9.94, 9.94, 9.93, 744.74),
    (1672543260000, 9.94, 9.95, 9.95, 9.93, 1902.79),
    (1672543320000, 9.95, 9.96, 9.97, 9.95, 2153.84),
    (1672543380000, 9.96, 9.95, 9.96, 9.94, 301.58),
    (1672543440000, 9.95, 9.95, 9.96, 9.94, 3702.36),
    (1672543500000, 9.95, 9.95, 9.95, 9.95, 31.17),
    (1672543560000, 9.95, 9.96, 9.96, 9.95, 670.09),
    (1672543620000, 9.96, 9.97, 9.98, 9.96, 1401.7),
    (1672543680000, 9.97, 9.97, 9.97, 9.96, 1021.07),
    (1672543740000, 9.97, 9.96, 9.98, 9.96, 909.45),
    (1672543800000, 9.96, 9.95, 9.96, 9.94, 1129.79),
    (1672543860000, 9.95, 9.96, 9.96, 9.95, 547.16),
    (1672543920000, 9.95, 9.96, 9.96, 9.95, 22.48),
    (1672543980000, 9.96, 9.97, 9.97, 9.96, 265.73),
    (1672544040000, 9.96, 9.96, 9.96, 9.95, 894.59),
    (1672544100000, 9.96, 9.96, 9.96, 9.95, 72.42),
    (1672544160000, 9.96, 9.95, 9.96, 9.95, 137.01),
    (1672544220000, 9.95, 9.95, 9.96, 9.95, 470.22),
    (1672544280000, 9.95, 9.95, 9.95, 9.95, 3.1),
    (1672544340000, 9.96, 9.96, 9.96, 9.96, 160.15),
    (1672544400000, 9.96, 9.96, 9.96, 9.94, 1625.06),
    (1672544460000, 9.96, 9.95, 9.96, 9.95, 548.44),
    (1672544520000, 9.95, 9.95, 9.95, 9.94, 683.25),
    (1672544580000, 9.96, 9.97, 9.97, 9.95, 767.86),
    (1672544640000, 9.96, 9.96, 9.96, 9.95, 641.5),
    (1672544700000, 9.96, 9.96, 9.97, 9.95, 1569.99),
    (1672544760000, 9.96, 9.95, 9.96, 9.95, 317.95),
    (1672544820000, 9.95, 9.95, 9.95, 9.94, 141.36),
    (1672544880000, 9.95, 9.94, 9.95, 9.94, 622.98),
    (1672544940000, 9.93, 9.95, 9.95, 9.93, 315.28),
    (1672545000000, 9.94, 9.94, 9.95, 9.94, 317.1),
    (1672545060000, 9.93, 9.94, 9.94, 9.93, 264.87),
    (1672545120000, 9.94, 9.94, 9.95, 9.94, 448.51),
    (1672545180000, 9.95, 9.95, 9.95, 9.94, 254.07),
    (1672545240000, 9.95, 9.98, 9.98, 9.95, 7521.29),
    (1672545300000, 9.98, 9.97, 9.98, 9.96, 1870.94),
    (1672545360000, 9.97, 9.97, 9.97, 9.96, 158.28),
    (1672545420000, 9.96, 9.97, 9.97, 9.96, 136.22),
    (1672545480000, 9.96, 9.97, 9.97, 9.95, 1275.77),
    (1672545540000, 9.97, 9.97, 9.97, 9.97, 123.34),
    (1672545600000, 9.97, 9.98, 9.98, 9.96, 1557.73),
    (1672545660000, 9.97, 9.98, 9.98, 9.97, 246.96),
    (1672545720000, 9.98, 9.97, 9.98, 9.97, 149.85),
    (1672545780000, 9.98, 9.98, 9.99, 9.97, 4365.41),
    (1672545840000, 9.98, 9.98, 9.98, 9.97, 1216.85),
    (1672545900000, 9.98, 9.98, 9.98, 9.98, 119.78),
    (1672545960000, 9.98, 9.97, 9.98, 9.96, 2162.42),
    (1672546020000, 9.97, 9.96, 9.97, 9.95, 2310.79),
    (1672546080000, 9.95, 9.92, 9.95, 9.92, 12640.34),
    (1672546140000, 9.92, 9.92, 9.93, 9.91, 2579.13),
    (1672546200000, 9.92, 9.92, 9.93, 9.92, 893.82),
    (1672546260000, 9.92, 9.91, 9.92, 9.91, 3584.1),
    (1672546320000, 9.91, 9.92, 9.92, 9.9, 2501.91),
    (1672546380000, 9.92, 9.91, 9.92, 9.91, 949.62),
    (1672546440000, 9.91, 9.9, 9.91, 9.89, 2498.71),
    (1672546500000, 9.89, 9.89, 9.9, 9.87, 3475.88),
    (1672546560000, 9.88, 9.87, 9.89, 9.86, 7563.51),
    (1672546620000, 9.86, 9.89, 9.89, 9.86, 4012.11),
    (1672546680000, 9.89, 9.89, 9.89, 9.88, 193.6),
    (1672546740000, 9.88, 9.87, 9.89, 9.87, 3498.79),
    (1672546800000, 9.87, 9.86, 9.88, 9.86, 1449.06),
    (1672546860000, 9.87, 9.88, 9.88, 9.85, 3537.73),
    (1672546920000, 9.88, 9.88, 9.88, 9.87, 754.34),
    (1672546980000, 9.88, 9.88, 9.89, 9.87, 2265.81),
    (1672547040000, 9.88, 9.87, 9.88, 9.87, 813.69),
    (1672547100000, 9.87, 9.89, 9.89, 9.87, 863.57),
    (1672547160000, 9.89, 9.89, 9.89, 9.88, 1232.14),
    (1672547220000, 9.89, 9.9, 9.9, 9.89, 383.37),
    (1672547280000, 9.9, 9.89, 9.9, 9.89, 400.55),
    (1672547340000, 9.9, 9.88, 9.9, 9.88, 675.81),
    (1672547400000, 9.88, 9.86, 9.88, 9.86, 1973.87),
    (1672547460000, 9.87, 9.88, 9.89, 9.86, 2064.97),
    (1672547520000, 9.89, 9.89, 9.89, 9.89, 1109.06),
    (1672547580000, 9.89, 9.87, 9.89, 9.87, 1369.62),
    (1672547640000, 9.87, 9.88, 9.89, 9.87, 1127.33),
    (1672547700000, 9.88, 9.88, 9.88, 9.86, 1895.61),
    (1672547760000, 9.88, 9.88, 9.88, 9.87, 310.74),
    (1672547820000, 9.88, 9.88, 9.89, 9.87, 604.38),
    (1672547880000, 9.88, 9.87, 9.88, 9.86, 1110.86),
    (1672547940000, 9.87, 9.87, 9.87, 9.86, 785.38),
    (1672548000000, 9.87, 9.86, 9.87, 9.86, 278.59),
    (1672548060000, 9.86, 9.88, 9.88, 9.86, 232.65),
    (1672548120000, 9.88, 9.87, 9.88, 9.86, 5518.03),
    (1672548180000, 9.87, 9.87, 9.87, 9.87, 57.77),
    (1672548240000, 9.87, 9.86, 9.87, 9.86, 2442.61),
    (1672548300000, 9.87, 9.87, 9.87, 9.86, 938.96),
    (1672548360000, 9.86, 9.87, 9.87, 9.86, 116.69),
    (1672548420000, 9.87, 9.86, 9.87, 9.86, 240.03),
    (1672548480000, 9.85, 9.85, 9.86, 9.84, 6485.75),
    (1672548540000, 9.86, 9.85, 9.87, 9.84, 1872.71),
    (1672548600000, 9.85, 9.85, 9.86, 9.84, 725.16),
    (1672548660000, 9.86, 9.87, 9.87, 9.86, 346.65),
    (1672548720000, 9.87, 9.85, 9.87, 9.85, 3527.6),
    (1672548780000, 9.84, 9.86, 9.86, 9.84, 1814.35),
    (1672548840000, 9.86, 9.86, 9.86, 9.85, 82.84),
    (1672548900000, 9.85, 9.86, 9.86, 9.85, 610.2),
    (1672548960000, 9.86, 9.85, 9.86, 9.84, 1593.8),
    (1672549020000, 9.85, 9.85, 9.85, 9.84, 24.42),
    (1672549080000, 9.85, 9.85, 9.85, 9.84, 12.64),
    (1672549140000, 9.84, 9.84, 9.85, 9.82, 6953.51)
]

test_candles_btc = [
    (1673764980000, 20738.14, 20742.16, 20746.14, 20736.77, 88.94297),
    (1673765040000, 20742.16, 20737.68, 20743.39, 20733.44, 85.56581),
    (1673765100000, 20737.68, 20718, 20738.09, 20717.1, 131.62988),
    (1673765160000, 20718.62, 20708.6, 20720.6, 20698, 189.07005),
    (1673765220000, 20709.62, 20721.36, 20725.32, 20708.29, 137.71135),
    (1673765280000, 20721.36, 20722.96, 20724.2, 20713.61, 79.86678),
    (1673765340000, 20721.59, 20730.71, 20732.76, 20721.54, 69.22343),
    (1673765400000, 20730.65, 20728.03, 20735.17, 20725.01, 98.88191),
    (1673765460000, 20726.95, 20729.87, 20741.56, 20725.28, 138.9684),
    (1673765520000, 20730.52, 20724.8, 20733.7, 20721.84, 86.72383),
    (1673765580000, 20723.78, 20726.35, 20729.5, 20723.74, 38.83937),
    (1673765640000, 20726.35, 20725.71, 20729, 20722.6, 39.49872),
    (1673765700000, 20725.71, 20733.5, 20736.96, 20723.89, 130.6414),
    (1673765760000, 20733.5, 20737.61, 20744.99, 20731.67, 118.69207),
    (1673765820000, 20737.71, 20728.79, 20741.99, 20728.39, 92.71016),
    (1673765880000, 20730.13, 20726.85, 20730.27, 20721.95, 45.16038),
    (1673765940000, 20727.57, 20717, 20729.06, 20717, 55.79095),
    (1673766000000, 20717, 20711.15, 20722.7, 20707.85, 129.7582),
    (1673766060000, 20711.95, 20688.63, 20712.48, 20686.75, 204.2147),
    (1673766120000, 20688.64, 20696.69, 20706.53, 20684.89, 165.55531),
    (1673766180000, 20696.69, 20696.4, 20698.59, 20666.88, 236.03221),
    (1673766240000, 20696.42, 20711.99, 20712, 20692.34, 115.06443),
    (1673766300000, 20711.99, 20698.33, 20715.34, 20696.74, 118.02931),
    (1673766360000, 20697.28, 20688.8, 20698.41, 20687.34, 121.09678),
    (1673766420000, 20687.34, 20694.23, 20696, 20672.52, 175.06715),
    (1673766480000, 20693.91, 20693.73, 20700.81, 20689.11, 68.1498),
    (1673766540000, 20692.83, 20693.06, 20703.31, 20692.09, 107.96258),
    (1673766600000, 20694.15, 20695.4, 20707.77, 20692.39, 76.65795),
    (1673766660000, 20694.5, 20688.84, 20699.5, 20685.23, 74.48504),
    (1673766720000, 20688.84, 20690.66, 20690.67, 20674.06, 104.21219),
    (1673766780000, 20689.71, 20680.08, 20692.1, 20668.77, 194.07108),
    (1673766840000, 20681.18, 20677.19, 20690.72, 20674.91, 81.15788),
    (1673766900000, 20676.19, 20679.96, 20687.12, 20672.25, 92.85908),
    (1673766960000, 20679.96, 20685.36, 20688.02, 20679.16, 51.25423),
    (1673767020000, 20686.15, 20694.13, 20695.31, 20681, 96.77657),
    (1673767080000, 20694.13, 20700.75, 20704.73, 20690.1, 134.2657),
    (1673767140000, 20700.12, 20699.81, 20707.42, 20696.76, 82.3131),
    (1673767200000, 20701.12, 20696, 20702.3, 20693.75, 50.1218),
    (1673767260000, 20694.75, 20705.84, 20711.43, 20694, 97.99274),
    (1673767320000, 20704.61, 20704.53, 20707.34, 20700.68, 56.35129),
    (1673767380000, 20704.53, 20706, 20711.07, 20702.18, 53.93726),
    (1673767440000, 20705.64, 20706.78, 20709.05, 20700.9, 59.1565),
    (1673767500000, 20706.78, 20719.56, 20721.77, 20704.68, 130.54594),
    (1673767560000, 20719.56, 20722.94, 20727.9, 20715, 98.55096),
    (1673767620000, 20722.39, 20715.98, 20725.74, 20710.12, 132.71709),
    (1673767680000, 20715.98, 20705.09, 20717.5, 20704.57, 85.84861),
    (1673767740000, 20705.8, 20700.05, 20706.84, 20697.56, 100.75388),
    (1673767800000, 20700.91, 20705.14, 20708.73, 20698.12, 95.91968),
    (1673767860000, 20705.14, 20700.63, 20712, 20695.06, 145.14136),
    (1673767920000, 20700.63, 20693.13, 20701.78, 20689.89, 85.62212),
    (1673767980000, 20692.18, 20709.88, 20710.4, 20690.21, 93.09634),
    (1673768040000, 20709.88, 20718.12, 20718.12, 20706.65, 67.3889),
    (1673768100000, 20718.12, 20713.69, 20723.08, 20712.26, 81.23036),
    (1673768160000, 20714.14, 20720.72, 20726.26, 20712, 106.78072),
    (1673768220000, 20720.72, 20726.1, 20730.6, 20720.21, 152.80298),
    (1673768280000, 20727.08, 20729.37, 20739.17, 20725.05, 151.85854),
    (1673768340000, 20729.37, 20723.82, 20731.23, 20719.06, 92.76792),
    (1673768400000, 20723.82, 20719.19, 20725.91, 20716.71, 62.39966),
    (1673768460000, 20719.19, 20722.47, 20723.23, 20716.2, 37.54011),
    (1673768520000, 20721.23, 20727.02, 20729.47, 20720.14, 60.33714),
    (1673768580000, 20728.45, 20720.68, 20728.45, 20717.44, 71.02621),
    (1673768640000, 20720.68, 20716.4, 20723.65, 20714, 76.78758),
    (1673768700000, 20716.13, 20721.55, 20722.87, 20715.41, 73.52264),
    (1673768760000, 20722.3, 20723.59, 20727.32, 20718.37, 72.51746),
    (1673768820000, 20723.59, 20729.68, 20732.99, 20722.5, 80.59618),
    (1673768880000, 20729.68, 20730.87, 20732.97, 20720.15, 69.88293),
    (1673768940000, 20730.87, 20728.49, 20735.01, 20726, 55.12501),
    (1673769000000, 20727.36, 20722.93, 20731.56, 20721.61, 54.99639),
    (1673769060000, 20721.67, 20725.98, 20728.78, 20720.71, 38.1669),
    (1673769120000, 20726.95, 20724.12, 20728.1, 20721.01, 38.8662),
    (1673769180000, 20724.12, 20725.14, 20726.86, 20720, 61.85316),
    (1673769240000, 20726.21, 20723.94, 20727.78, 20717.62, 77.82968),
    (1673769300000, 20725.08, 20728.06, 20728.28, 20721.75, 63.95689),
    (1673769360000, 20727.97, 20723.21, 20728.49, 20722.86, 52.36559),
    (1673769420000, 20723.21, 20726.8, 20728.01, 20723.21, 42.19401),
    (1673769480000, 20727.86, 20733.61, 20733.63, 20722.53, 110.5851),
    (1673769540000, 20733.61, 20735.69, 20739.82, 20726.98, 117.53876),
    (1673769600000, 20735.69, 20730.2, 20739.51, 20729, 111.30423),
    (1673769660000, 20730.2, 20745.84, 20746.99, 20728.63, 149.13206),
    (1673769720000, 20746.98, 20748.79, 20753.09, 20742.59, 134.0071),
    (1673769780000, 20748.79, 20742.12, 20751.51, 20739.65, 73.20689),
    (1673769840000, 20743.17, 20736.15, 20743.33, 20731.23, 109.65568),
    (1673769900000, 20736.63, 20745.72, 20748.03, 20734, 62.86887),
    (1673769960000, 20744.98, 20744.76, 20755.22, 20744.6, 111.37721),
    (1673770020000, 20745.86, 20736.96, 20746.08, 20736, 88.36667),
    (1673770080000, 20736.96, 20739.76, 20746.3, 20736.22, 52.76189),
    (1673770140000, 20739.76, 20738.32, 20741.47, 20735.76, 52.04098),
    (1673770200000, 20737.54, 20732.91, 20740, 20731.84, 46.46847),
    (1673770260000, 20733.6, 20723.37, 20735.72, 20720.67, 76.24228),
    (1673770320000, 20723.36, 20732.58, 20732.59, 20720.09, 59.04495),
    (1673770380000, 20732.58, 20727.48, 20736, 20727.06, 50.38302),
    (1673770440000, 20728.48, 20734.22, 20736.32, 20723.93, 71.22599),
    (1673770500000, 20734.22, 20741.14, 20745.79, 20731.29, 100.89888),
    (1673770560000, 20742.31, 20734.5, 20744.67, 20731.71, 74.3881),
    (1673770620000, 20733.6, 20722, 20734.54, 20718.26, 93.20348),
    (1673770680000, 20720.73, 20722.43, 20727.36, 20720.04, 44.05792),
    (1673770740000, 20723.15, 20710.24, 20724.15, 20702.52, 169.43152),
    (1673770800000, 20710.25, 20684.38, 20715, 20679.99, 261.66248),
    (1673770860000, 20684.38, 20665.37, 20694.98, 20650.28, 323.99423),
    (1673770920000, 20666.86, 20668.33, 20680, 20653.5, 306.50238),
    (1673770980000, 20668.84, 20667.89, 20676, 20648.48, 416.76172),
    (1673771040000, 20668.91, 20665.52, 20680, 20663.61, 189.31544),
    (1673771100000, 20665.02, 20652.7, 20665.87, 20648.62, 176.15927),
    (1673771160000, 20651.55, 20666.71, 20673.62, 20650.58, 136.67249),
    (1673771220000, 20666.71, 20672.12, 20680, 20665.58, 143.94559),
    (1673771280000, 20672.09, 20661.77, 20673.18, 20654.21, 149.42413),
    (1673771340000, 20661.9, 20662.57, 20673.94, 20660.07, 99.3308),
    (1673771400000, 20662.57, 20655.29, 20673.22, 20646.81, 233.04724),
    (1673771460000, 20654.16, 20634.51, 20655.31, 20610.97, 564.88336),
    (1673771520000, 20634.51, 20649.35, 20653.55, 20624.58, 224.33028),
    (1673771580000, 20649.4, 20651.41, 20666.6, 20647.74, 129.54596),
    (1673771640000, 20651.41, 20669.44, 20674.52, 20647.82, 223.63393),
    (1673771700000, 20668.53, 20670.22, 20679.98, 20665.62, 161.15355),
    (1673771760000, 20668.74, 20663.84, 20673.39, 20661.84, 123.55231),
    (1673771820000, 20662.94, 20691.41, 20691.83, 20660.37, 307.81024),
    (1673771880000, 20690.95, 20682.84, 20700, 20678.01, 178.58385),
    (1673771940000, 20683.84, 20680.65, 20688.09, 20676.69, 70.96163),
    (1673772000000, 20680.65, 20674.91, 20682.95, 20671.39, 73.9057),
    (1673772060000, 20674.91, 20675.61, 20688.71, 20673.51, 80.32558),
    (1673772120000, 20675.61, 20668.2, 20679.83, 20666.31, 73.8694),
    (1673772180000, 20668.2, 20672.86, 20677.03, 20666.5, 88.09842),
    (1673772240000, 20673.56, 20681.43, 20683, 20671.02, 47.37391),
    (1673772300000, 20682.73, 20687.86, 20690.86, 20676.15, 86.6822),
    (1673772360000, 20687.86, 20704.07, 20705.62, 20685.33, 149.89218),
    (1673772420000, 20705.11, 20692.75, 20708.94, 20685.79, 177.99895),
    (1673772480000, 20692.82, 20672.74, 20693.18, 20671.36, 105.26845),
    (1673772540000, 20672.74, 20667.67, 20677.59, 20661.29, 117.91743),
    (1673772600000, 20668.61, 20656.92, 20670.14, 20650.09, 158.03711),
    (1673772660000, 20655.89, 20643.46, 20659.16, 20641.06, 183.73756),
    (1673772720000, 20644.2, 20631.89, 20646.46, 20620.94, 296.63974),
    (1673772780000, 20631.9, 20632.3, 20637.92, 20616.07, 231.68465),
    (1673772840000, 20631.33, 20638.96, 20643.5, 20622.43, 133.90063),
    (1673772900000, 20639.69, 20626.58, 20640.85, 20622.01, 118.03444),
    (1673772960000, 20627.59, 20625.85, 20629.66, 20620.01, 87.47416),
    (1673773020000, 20626.2, 20608.25, 20629.34, 20591.21, 535.94824),
    (1673773080000, 20608.25, 20618.84, 20621.51, 20593.48, 265.40906),
    (1673773140000, 20618.84, 20617.71, 20634.07, 20611.17, 153.04764),
    (1673773200000, 20617.93, 20629.54, 20633.09, 20614.7, 203.82076),
    (1673773260000, 20630.28, 20617.26, 20636.52, 20610.66, 171.79652),
    (1673773320000, 20615.78, 20618.35, 20626.33, 20606.56, 141.81323),
    (1673773380000, 20618.36, 20623.55, 20626.56, 20611.34, 96.27194),
    (1673773440000, 20623.67, 20634.38, 20641.27, 20622.12, 162.01222),
    (1673773500000, 20634.38, 20624.3, 20638.67, 20621.59, 107.16976),
    (1673773560000, 20624.29, 20619.42, 20629.05, 20617.09, 98.29998),
    (1673773620000, 20619.42, 20607.01, 20621.96, 20607, 126.75827),
    (1673773680000, 20608.55, 20601.9, 20618.19, 20600.15, 117.31791),
    (1673773740000, 20600.97, 20584.73, 20605.21, 20573.13, 406.43225),
    (1673773800000, 20584.73, 20602.05, 20608.71, 20582, 179.0633),
    (1673773860000, 20602.05, 20597.28, 20604.31, 20578.38, 190.54198),
    (1673773920000, 20597.28, 20621.33, 20624.53, 20587.2, 258.24622),
    (1673773980000, 20621.33, 20612.74, 20632.35, 20600.9, 196.72812),
    (1673774040000, 20613.83, 20589.63, 20618, 20574.96, 303.53986),
    (1673774100000, 20589.63, 20587.32, 20605.45, 20586.93, 151.17934),
    (1673774160000, 20587.32, 20603.03, 20604.48, 20582.66, 126.45707),
    (1673774220000, 20602.46, 20601, 20607.39, 20594.38, 69.90366),
    (1673774280000, 20601, 20617.72, 20620.41, 20598.6, 99.55946),
    (1673774340000, 20617.72, 20630.75, 20634.94, 20617.72, 164.01093),
    (1673774400000, 20630.75, 20633.91, 20638.86, 20624.81, 125.02933),
    (1673774460000, 20634.64, 20621.98, 20636.86, 20620.01, 114.70026),
    (1673774520000, 20620.93, 20638.46, 20647.57, 20620, 268.82758),
    (1673774580000, 20638.46, 20636.08, 20646.18, 20632.5, 100.91487),
    (1673774640000, 20636.08, 20641.99, 20646.95, 20635.49, 102.15399),
    (1673774700000, 20641.99, 20637.4, 20642.93, 20630.28, 80.73097),
    (1673774760000, 20638.88, 20640.21, 20643.98, 20635.44, 71.42769),
    (1673774820000, 20642.23, 20627.93, 20642.24, 20625.43, 86.15835),
    (1673774880000, 20626.13, 20630.81, 20636.46, 20622, 55.92568),
    (1673774940000, 20631.39, 20637.26, 20642.72, 20628.67, 50.23189),
    (1673775000000, 20637.26, 20644.67, 20645, 20635.32, 73.89664),
    (1673775060000, 20644.67, 20657.95, 20658.55, 20642.85, 265.17862),
    (1673775120000, 20656.38, 20661.75, 20669.99, 20653.57, 149.90729),
    (1673775180000, 20661.75, 20653.01, 20662.07, 20644.17, 155.9208),
    (1673775240000, 20651.51, 20658.73, 20658.74, 20639.67, 95.01878),
    (1673775300000, 20657.33, 20642.92, 20660.97, 20641.24, 86.66168),
    (1673775360000, 20644.64, 20637.37, 20645, 20635.34, 63.61542),
    (1673775420000, 20638.37, 20631.25, 20640.44, 20631.16, 66.60953),
    (1673775480000, 20632.54, 20627.62, 20632.73, 20621.01, 80.70333),
    (1673775540000, 20627.62, 20630.22, 20634.21, 20625.56, 48.43995),
    (1673775600000, 20630.22, 20636.42, 20637.76, 20627.67, 36.3113),
    (1673775660000, 20635.29, 20632.58, 20636.46, 20626.4, 74.3594),
    (1673775720000, 20632.58, 20623.56, 20642.31, 20621.08, 98.0226),
    (1673775780000, 20623.56, 20626.62, 20627.87, 20616.96, 84.62494),
    (1673775840000, 20626.62, 20636.81, 20636.97, 20625.38, 53.96128),
    (1673775900000, 20635.86, 20624.26, 20640.56, 20623, 75.05526),
    (1673775960000, 20623.5, 20628.39, 20636.52, 20622.38, 71.3734),
    (1673776020000, 20627.38, 20631.36, 20639.15, 20625.03, 80.61984),
    (1673776080000, 20632.51, 20631.97, 20638.98, 20626.21, 64.27875),
    (1673776140000, 20631.97, 20640.88, 20643.79, 20628.62, 58.70733),
    (1673776200000, 20640.95, 20634.47, 20643.44, 20632.28, 66.48713),
    (1673776260000, 20635.23, 20642.21, 20648.58, 20633.6, 66.6706),
    (1673776320000, 20642.2, 20649.43, 20649.6, 20639.78, 48.46067),
    (1673776380000, 20648.43, 20657.17, 20663.41, 20648.43, 209.4694),
    (1673776440000, 20658.25, 20662, 20666.96, 20656.74, 123.63437),
    (1673776500000, 20661.06, 20691.82, 20694.9, 20657.89, 427.53784),
    (1673776560000, 20690.18, 20704.82, 20713.95, 20675.95, 378.8006),
    (1673776620000, 20704.82, 20728.15, 20730.86, 20696.63, 335.64722),
    (1673776680000, 20728.17, 20717, 20728.17, 20706.82, 181.1887),
    (1673776740000, 20717, 20750.59, 20754.54, 20708.14, 509.50595),
    (1673776800000, 20748.94, 20744.49, 20756.54, 20727.67, 293.49338),
    (1673776860000, 20743.57, 20734.54, 20747.84, 20728, 131.9229),
    (1673776920000, 20734.54, 20733.98, 20740, 20721.29, 133.1482),
    (1673776980000, 20732.69, 20745.87, 20754, 20730, 137.6645),
    (1673777040000, 20744.39, 20735, 20747.89, 20730.09, 93.50618),
    (1673777100000, 20735, 20729.73, 20736.92, 20718.57, 255.76875),
    (1673777160000, 20729.74, 20724.47, 20733.25, 20723.01, 102.72712),
    (1673777220000, 20723.41, 20725.8, 20728, 20714.35, 146.62367),
    (1673777280000, 20726.22, 20714.84, 20727.39, 20708.48, 69.3603),
    (1673777340000, 20713.13, 20725.06, 20729.1, 20710.43, 73.16698),
    (1673777400000, 20725.06, 20727.05, 20729.98, 20722.54, 45.53764),
    (1673777460000, 20727.05, 20720.46, 20728.76, 20716.11, 47.44664),
    (1673777520000, 20720.46, 20716.8, 20722.17, 20715, 32.45692),
    (1673777580000, 20716.8, 20725.68, 20726.09, 20715.08, 38.09672),
    (1673777640000, 20724.67, 20754.98, 20758.1, 20722.74, 281.35257),
    (1673777700000, 20754.51, 20742.23, 20759, 20738.87, 110.63717),
    (1673777760000, 20740.94, 20737.92, 20748, 20735.28, 81.48991),
    (1673777820000, 20737.92, 20735.38, 20741.94, 20731.81, 41.95401),
    (1673777880000, 20735.2, 20728.48, 20744.24, 20725.58, 94.78662),
    (1673777940000, 20728.48, 20723.31, 20734, 20715.24, 120.99546),
    (1673778000000, 20723.31, 20746.32, 20748.39, 20723.31, 137.16394),
    (1673778060000, 20747.39, 20733.76, 20749.99, 20724.14, 102.47066),
    (1673778120000, 20735.29, 20730.95, 20737.94, 20724.19, 90.18278),
    (1673778180000, 20731.41, 20727.3, 20732.52, 20725.1, 29.26243),
    (1673778240000, 20727.3, 20727.04, 20732.51, 20725.08, 37.64998),
    (1673778300000, 20726.28, 20731.09, 20731.48, 20718.35, 105.18261),
    (1673778360000, 20730.24, 20737.05, 20738.99, 20727.5, 73.62075),
    (1673778420000, 20735.11, 20733.09, 20738.73, 20730.2, 38.59073),
    (1673778480000, 20732.71, 20730.21, 20735.99, 20727.13, 41.56792),
    (1673778540000, 20730.21, 20727.23, 20732.15, 20724.14, 41.56898),
    (1673778600000, 20726.26, 20731.29, 20731.66, 20723.87, 65.05749),
    (1673778660000, 20731.29, 20738.42, 20739.62, 20728.72, 50.56314),
    (1673778720000, 20738.42, 20732.76, 20742.05, 20730.16, 66.67895),
    (1673778780000, 20732.76, 20730.61, 20739.28, 20729.02, 56.53955),
    (1673778840000, 20729.29, 20731.5, 20732.22, 20722, 75.41122),
    (1673778900000, 20731.5, 20731.2, 20736.3, 20730, 56.46787),
    (1673778960000, 20731.2, 20728.54, 20731.75, 20721.6, 54.99529),
    (1673779020000, 20729.37, 20727.56, 20730.48, 20726.63, 15.41124),
    (1673779080000, 20728.4, 20731.11, 20733, 20725.01, 65.50545),
    (1673779140000, 20731.11, 20738.29, 20739.53, 20730.21, 44.79745),
    (1673779200000, 20738.29, 20741.38, 20742.64, 20736.65, 27.98551),
    (1673779260000, 20742.13, 20718.24, 20743.32, 20715.87, 116.24296),
    (1673779320000, 20718.23, 20706.7, 20722, 20703.04, 100.90744),
    (1673779380000, 20706.7, 20701.55, 20712.42, 20693.31, 167.07915),
    (1673779440000, 20702.56, 20712.56, 20712.56, 20700.46, 55.55094),
    (1673779500000, 20712.56, 20716.14, 20721.57, 20709.04, 88.00729),
    (1673779560000, 20716.14, 20706.71, 20721.18, 20692.17, 171.13882),
    (1673779620000, 20705.59, 20717.61, 20720, 20697.1, 109.04569),
    (1673779680000, 20716.46, 20718.84, 20722.3, 20708.94, 99.98131),
    (1673779740000, 20718.99, 20715.39, 20720.1, 20713.18, 52.79266),
    (1673779800000, 20714.54, 20719.35, 20720.43, 20713.4, 42.6131),
    (1673779860000, 20719.35, 20718.17, 20726.18, 20714.92, 62.25561),
    (1673779920000, 20718.17, 20723.73, 20724.76, 20715.04, 30.4309),
    (1673779980000, 20724.76, 20728.81, 20735, 20721.52, 88.59494),
    (1673780040000, 20727.18, 20734.93, 20737.49, 20727.18, 54.23593),
    (1673780100000, 20734.1, 20729.07, 20740.67, 20726.39, 100.72423),
    (1673780160000, 20729.77, 20728.65, 20731.54, 20720.07, 75.04109),
    (1673780220000, 20727.97, 20729.29, 20739.58, 20727.58, 71.90632),
    (1673780280000, 20730.48, 20731.46, 20732.61, 20725, 56.10533),
    (1673780340000, 20730.57, 20732.83, 20738.03, 20728.85, 46.29953),
    (1673780400000, 20732.83, 20731.85, 20733.38, 20725.37, 78.383),
    (1673780460000, 20731.85, 20739.9, 20741.64, 20731.63, 84.38245),
    (1673780520000, 20738.87, 20733.46, 20741.36, 20730.9, 77.07724),
    (1673780580000, 20733.46, 20721.09, 20736.48, 20720.27, 73.6832),
    (1673780640000, 20721.93, 20709.41, 20723.06, 20703.53, 144.43542),
    (1673780700000, 20708.22, 20697.58, 20711.6, 20695.43, 144.1868),
    (1673780760000, 20696.59, 20703.81, 20708.99, 20695, 86.88181),
    (1673780820000, 20704.88, 20687.52, 20706.53, 20657.81, 511.48938),
    (1673780880000, 20687.52, 20681.71, 20690.32, 20670.57, 158.79202),
    (1673780940000, 20681.71, 20687.28, 20692.37, 20680.46, 111.90764),
    (1673781000000, 20687.28, 20676.44, 20689.19, 20676.44, 107.5808),
    (1673781060000, 20676.44, 20681.7, 20685.47, 20674.01, 76.85363),
    (1673781120000, 20680.62, 20687.46, 20690.84, 20676.78, 69.01677),
    (1673781180000, 20688.68, 20698.33, 20700.59, 20687.17, 126.22851),
    (1673781240000, 20698.33, 20693.94, 20706.94, 20691.08, 84.54424),
    (1673781300000, 20694.42, 20695.13, 20696.21, 20690, 42.34227),
    (1673781360000, 20694.85, 20700.32, 20702.79, 20690.5, 88.99676),
    (1673781420000, 20700.32, 20695.19, 20703, 20692.56, 57.2563),
    (1673781480000, 20696.13, 20709.1, 20712.13, 20691.72, 110.58946),
    (1673781540000, 20709.1, 20699.79, 20713.64, 20698.57, 95.42777),
    (1673781600000, 20701.11, 20707.28, 20710, 20697.73, 69.76642),
    (1673781660000, 20707.28, 20710.6, 20712.87, 20700.11, 51.15644),
    (1673781720000, 20710.6, 20698.67, 20712.76, 20697.08, 59.28313),
    (1673781780000, 20699.75, 20697.75, 20708, 20696.67, 72.52372),
    (1673781840000, 20698.55, 20702.41, 20707.27, 20697.75, 59.22939),
    (1673781900000, 20703.5, 20708.75, 20716.06, 20700.59, 85.91392),
    (1673781960000, 20708.75, 20712.94, 20721.59, 20703.67, 113.80872),
    (1673782020000, 20714.43, 20714.07, 20721.49, 20711, 67.30808),
    (1673782080000, 20714.78, 20727.04, 20728, 20712.6, 125.93135),
    (1673782140000, 20725.97, 20725.64, 20730, 20719.22, 184.75017),
    (1673782200000, 20727.5, 20716.73, 20729.04, 20714.43, 68.01355),
    (1673782260000, 20716.73, 20703.7, 20718.88, 20702.15, 101.13665),
    (1673782320000, 20703.7, 20709.01, 20712.37, 20700.03, 66.98386),
    (1673782380000, 20709.01, 20706.72, 20712.5, 20705.57, 42.7325),
    (1673782440000, 20705.87, 20708.18, 20712.49, 20704.65, 58.57614),
    (1673782500000, 20708.18, 20701.29, 20708.74, 20701.29, 75.73948),
    (1673782560000, 20701.29, 20697.86, 20702.44, 20691.2, 135.42734),
    (1673782620000, 20697.86, 20696.22, 20702.04, 20685.94, 102.0627),
    (1673782680000, 20697.31, 20696.76, 20701.75, 20693.34, 40.71011),
    (1673782740000, 20696.76, 20692.3, 20698.63, 20690, 60.8794),
    (1673782800000, 20693.33, 20687.69, 20693.33, 20685.12, 59.1589),
    (1673782860000, 20688.88, 20699.16, 20703.31, 20687.34, 72.1632),
    (1673782920000, 20699.17, 20707.44, 20712.08, 20695.71, 94.01076),
]

# sample prices include 240 2h candles from BTCUSDT traded on
# Binance in "29 June 2021 10:00:00 - 19 July 2021 08:00:00"
# Order: epoch + OHLCV!
wavetrend_candles = [(1624960800000, 35226.26, 35768.9, 35041.93, 35555.62, 10484.391673),
                     (1624968000000, 35555.64, 36400.0, 35343.12, 36301.84, 17173.694363),
                     (1624975200000, 36301.84, 36428.0, 35925.0, 36248.99, 7587.879039),
                     (1624982400000, 36248.99, 36600.0, 36050.0, 36370.2, 8704.972578),
                     (1624989600000, 36370.2, 36399.99, 36116.77, 36382.39, 3903.494456),
                     (1624996800000, 36382.39, 36488.7, 36099.79, 36240.01, 5003.113063),
                     (1625004000000, 36240.01, 36268.96, 35700.01, 35911.73, 5735.30282),
                     (1625011200000, 35911.72, 36100.0, 35636.8, 35846.69, 3739.357712),
                     (1625018400000, 35846.69, 35916.33, 34936.0, 35119.99, 6895.730271),
                     (1625025600000, 35119.99, 35290.97, 34666.0, 34779.4, 8562.749485),
                     (1625032800000, 34779.42, 35288.88, 34727.88, 35250.54, 5832.919252),
                     (1625040000000, 35250.54, 35333.33, 34401.01, 34632.78, 7977.079282),
                     (1625047200000, 34633.27, 34995.99, 34510.0, 34849.99, 5914.450372),
                     (1625054400000, 34849.99, 35010.85, 34459.41, 34734.62, 5764.143618),
                     (1625061600000, 34734.41, 34824.35, 34083.92, 34193.44, 8166.164713),
                     (1625068800000, 34193.44, 34799.42, 34017.55, 34707.35, 6584.67749),
                     (1625076000000, 34707.26, 34899.0, 34552.03, 34743.56, 5543.384062),
                     (1625083200000, 34743.56, 35088.78, 34391.43, 34806.16, 6882.178868),
                     (1625090400000, 34806.16, 35194.04, 34624.56, 35045.0, 5289.362509),
                     (1625097600000, 35045.0, 35057.57, 34713.41, 34936.43, 3862.942357),
                     (1625104800000, 34936.43, 34966.53, 34120.0, 34120.01, 5585.229532),
                     (1625112000000, 34120.01, 34408.0, 34061.16, 34325.72, 3315.100338),
                     (1625119200000, 34325.72, 34467.09, 33312.52, 33348.3, 11936.58279),
                     (1625126400000, 33350.0, 33545.0, 33112.14, 33275.0, 6467.660864),
                     (1625133600000, 33274.99, 33749.0, 33001.0, 33717.52, 6902.963736),
                     (1625140800000, 33717.52, 33917.93, 33330.0, 33401.45, 6042.087424),
                     (1625148000000, 33399.09, 33680.71, 33055.0, 33432.54, 7238.085258),
                     (1625155200000, 33432.54, 33560.0, 33100.64, 33490.0, 6090.833521),
                     (1625162400000, 33490.0, 33654.49, 32711.0, 33091.48, 6708.643512),
                     (1625169600000, 33091.48, 33619.58, 33091.48, 33503.34, 4434.622552),
                     (1625176800000, 33503.34, 33649.0, 33280.01, 33504.69, 3123.514228),
                     (1625184000000, 33502.33, 33977.04, 33230.0, 33264.04, 5048.294259),
                     (1625191200000, 33264.04, 33344.0, 32767.74, 32907.22, 4745.430559),
                     (1625198400000, 32907.22, 33218.89, 32700.0, 32855.24, 3982.23062),
                     (1625205600000, 32855.23, 33500.36, 32699.0, 33358.26, 5189.227565),
                     (1625212800000, 33358.32, 33620.0, 32864.32, 32979.04, 5587.757086),
                     (1625220000000, 32979.03, 33250.0, 32770.0, 33023.01, 5049.801409),
                     (1625227200000, 33023.35, 33568.0, 32872.0, 33480.01, 6990.252941),
                     (1625234400000, 33480.0, 33724.34, 33288.58, 33704.91, 5922.165756),
                     (1625241600000, 33704.9, 33795.16, 33360.0, 33460.86, 3966.017176),
                     (1625248800000, 33460.85, 33476.74, 33109.76, 33327.71, 3063.72802),
                     (1625256000000, 33327.71, 33502.91, 33041.65, 33452.22, 2739.158556),
                     (1625263200000, 33452.23, 33898.95, 33401.18, 33786.55, 3888.117431),
                     (1625270400000, 33786.54, 33914.6, 33440.58, 33674.52, 3019.046044),
                     (1625277600000, 33673.57, 33685.0, 33316.73, 33524.47, 2454.307885),
                     (1625284800000, 33524.48, 33800.0, 33444.25, 33707.99, 2519.714963),
                     (1625292000000, 33707.98, 34663.48, 33590.04, 34499.54, 6594.661148),
                     (1625299200000, 34499.53, 34780.0, 34406.0, 34633.64, 6451.67339),
                     (1625306400000, 34633.64, 34707.58, 34435.53, 34608.04, 3271.187303),
                     (1625313600000, 34608.04, 34816.5, 34470.0, 34706.3, 3354.189693),
                     (1625320800000, 34706.29, 34760.0, 34515.5, 34608.48, 2591.470558),
                     (1625328000000, 34608.48, 34945.61, 34485.49, 34764.74, 3583.95321),
                     (1625335200000, 34764.0, 34789.04, 34570.44, 34745.98, 2015.235871),
                     (1625342400000, 34745.99, 34914.76, 34533.01, 34544.88, 3046.450061),
                     (1625349600000, 34544.88, 34715.89, 34250.48, 34669.13, 4142.688515),
                     (1625356800000, 34669.12, 34771.64, 34357.15, 34447.89, 2761.70978),
                     (1625364000000, 34447.89, 34770.0, 34400.3, 34641.61, 1792.440581),
                     (1625371200000, 34641.62, 35315.45, 34621.41, 35205.94, 4403.884685),
                     (1625378400000, 35205.93, 35727.0, 35054.08, 35600.63, 8540.482656),
                     (1625385600000, 35603.02, 35687.18, 35364.21, 35485.15, 4295.930555),
                     (1625392800000, 35485.16, 35620.0, 35405.92, 35512.34, 2328.097766),
                     (1625400000000, 35512.34, 35562.22, 35230.76, 35359.12, 3393.97312),
                     (1625407200000, 35359.12, 35572.72, 35301.01, 35513.29, 2269.26162),
                     (1625414400000, 35513.28, 35687.54, 35385.0, 35558.44, 3414.679051),
                     (1625421600000, 35558.43, 35607.83, 35385.0, 35575.01, 1971.096313),
                     (1625428800000, 35575.01, 35967.85, 35445.01, 35899.23, 3472.799577),
                     (1625436000000, 35903.79, 35907.08, 35135.0, 35286.51, 5059.120085),
                     (1625443200000, 35288.13, 35293.78, 34445.33, 34558.05, 7019.343476),
                     (1625450400000, 34558.05, 34651.11, 34180.18, 34350.89, 4977.278568),
                     (1625457600000, 34351.25, 34415.64, 34000.0, 34347.21, 5946.474612),
                     (1625464800000, 34347.2, 34409.91, 34055.66, 34256.17, 4188.376207),
                     (1625472000000, 34257.37, 34438.23, 34108.61, 34317.49, 2987.261676),
                     (1625479200000, 34316.68, 34558.99, 33300.0, 33379.96, 10560.041),
                     (1625486400000, 33379.96, 33747.73, 33301.22, 33607.88, 6450.381952),
                     (1625493600000, 33607.89, 33777.0, 33470.03, 33585.91, 3552.513788),
                     (1625500800000, 33585.89, 33747.42, 33125.55, 33697.06, 4853.756762),
                     (1625508000000, 33695.78, 34274.33, 33695.78, 34117.97, 6650.834306),
                     (1625515200000, 34117.98, 34210.0, 33724.88, 34151.79, 4093.1864),
                     (1625522400000, 34148.98, 34199.0, 33670.01, 33690.14, 2844.425498),
                     (1625529600000, 33690.15, 34169.1, 33634.76, 33768.95, 3480.795694),
                     (1625536800000, 33768.95, 33970.0, 33700.37, 33920.69, 2149.158506),
                     (1625544000000, 33920.69, 34933.0, 33908.09, 34793.39, 8343.935554),
                     (1625551200000, 34793.39, 34959.73, 34637.93, 34874.85, 3521.240321),
                     (1625558400000, 34874.85, 35118.88, 34030.01, 34204.56, 8481.445779),
                     (1625565600000, 34204.56, 34282.87, 33730.0, 34067.31, 6794.887088),
                     (1625572800000, 34067.31, 34516.38, 33800.01, 34147.31, 7646.669654),
                     (1625580000000, 34147.31, 34250.0, 33880.65, 34042.43, 4055.731434),
                     (1625587200000, 34042.44, 34148.11, 33532.0, 33949.99, 5052.166267),
                     (1625594400000, 33949.99, 34190.0, 33758.82, 34019.99, 3238.67149),
                     (1625601600000, 34019.99, 34103.94, 33628.81, 33763.1, 2688.093725),
                     (1625608800000, 33763.1, 34323.77, 33683.18, 34220.01, 2757.800837),
                     (1625616000000, 34220.02, 34400.0, 33941.0, 34233.2, 5689.217445),
                     (1625623200000, 34233.21, 34530.0, 33995.31, 34446.5, 5412.064767),
                     (1625630400000, 34445.55, 34889.93, 34373.02, 34809.73, 5454.500582),
                     (1625637600000, 34809.72, 34919.28, 34474.71, 34710.38, 5674.530578),
                     (1625644800000, 34710.4, 34950.0, 34639.17, 34691.91, 3709.734454),
                     (1625652000000, 34691.91, 34989.0, 34457.11, 34827.96, 4515.703427),
                     (1625659200000, 34827.97, 35059.09, 34635.43, 34813.22, 5308.513198),
                     (1625666400000, 34813.22, 34874.99, 34477.13, 34528.6, 4313.394308),
                     (1625673600000, 34528.6, 34689.29, 34412.43, 34635.01, 2817.505712),
                     (1625680800000, 34635.01, 34784.0, 34545.35, 34628.72, 2988.606156),
                     (1625688000000, 34628.71, 34628.71, 34112.5, 34239.86, 3173.813254),
                     (1625695200000, 34241.15, 34292.41, 33777.77, 33862.12, 4749.937794),
                     (1625702400000, 33862.11, 33929.64, 33103.72, 33300.48, 9946.350594),
                     (1625709600000, 33300.48, 33435.0, 33066.0, 33305.65, 4194.481578),
                     (1625716800000, 33305.66, 33375.15, 32850.0, 32884.56, 4873.620246),
                     (1625724000000, 32880.97, 33512.53, 32242.07, 32487.57, 11448.715566),
                     (1625731200000, 32487.56, 32700.0, 32231.92, 32570.13, 6848.14395),
                     (1625738400000, 32570.12, 32748.88, 32077.0, 32696.44, 8174.52703),
                     (1625745600000, 32696.43, 32988.87, 32350.0, 32505.91, 5496.393725),
                     (1625752800000, 32505.92, 32930.0, 32477.96, 32900.01, 5017.560703),
                     (1625760000000, 32900.05, 33038.88, 32646.14, 32863.83, 4120.511404),
                     (1625767200000, 32863.83, 33177.06, 32641.36, 33003.52, 3573.308572),
                     (1625774400000, 33002.45, 33067.09, 32682.01, 32699.96, 2941.445388),
                     (1625781600000, 32700.0, 32899.83, 32508.0, 32875.71, 3501.421564),
                     (1625788800000, 32875.71, 32882.37, 32261.07, 32674.66, 5516.324708),
                     (1625796000000, 32674.67, 33100.0, 32600.66, 32941.81, 4636.408821),
                     (1625803200000, 32941.81, 33310.0, 32892.85, 32996.18, 3780.13326),
                     (1625810400000, 32997.83, 33049.5, 32742.0, 32910.21, 3891.371312),
                     (1625817600000, 32902.13, 33065.0, 32598.0, 32914.42, 3641.566315),
                     (1625824800000, 32914.42, 33012.6, 32667.72, 32774.99, 2557.414629),
                     (1625832000000, 32774.99, 33509.2, 32635.08, 33423.3, 6972.385579),
                     (1625839200000, 33423.3, 33682.43, 33330.8, 33558.67, 4925.909502),
                     (1625846400000, 33558.81, 33696.4, 33421.68, 33481.07, 2915.130057),
                     (1625853600000, 33481.06, 33496.71, 33287.0, 33445.31, 2052.782467),
                     (1625860800000, 33445.31, 34053.69, 33374.83, 33870.56, 3463.427697),
                     (1625868000000, 33870.57, 34100.0, 33760.0, 33815.81, 2801.085552),
                     (1625875200000, 33815.81, 34262.0, 33735.85, 33767.02, 4013.505034),
                     (1625882400000, 33765.42, 33869.18, 33631.0, 33800.03, 2733.324937),
                     (1625889600000, 33800.04, 33909.67, 33458.84, 33649.03, 3402.266),
                     (1625896800000, 33649.03, 33865.67, 33581.73, 33766.01, 1784.553368),
                     (1625904000000, 33766.01, 33950.0, 33686.0, 33732.57, 2574.870653),
                     (1625911200000, 33735.98, 33911.82, 33565.0, 33793.94, 2989.343704),
                     (1625918400000, 33793.95, 33943.4, 33634.16, 33700.31, 2544.853597),
                     (1625925600000, 33700.31, 33931.1, 33649.14, 33862.54, 1806.766391),
                     (1625932800000, 33862.55, 34192.0, 33223.31, 33397.27, 6227.444147),
                     (1625940000000, 33397.27, 33568.0, 33320.41, 33409.92, 2002.82117),
                     (1625947200000, 33411.41, 33440.0, 33004.78, 33428.57, 2861.690195),
                     (1625954400000, 33428.57, 33698.99, 33416.82, 33502.87, 1819.736272),
                     (1625961600000, 33502.87, 33817.83, 33456.0, 33614.49, 2206.425631),
                     (1625968800000, 33614.49, 33669.58, 33387.72, 33448.97, 1934.196776),
                     (1625976000000, 33448.97, 33636.85, 33306.47, 33590.53, 2062.490444),
                     (1625983200000, 33590.51, 33642.74, 33372.06, 33508.83, 1591.617608),
                     (1625990400000, 33508.82, 33870.0, 33424.84, 33693.43, 2969.508322),
                     (1625997600000, 33693.45, 33850.0, 33614.07, 33814.84, 2145.980479),
                     (1626004800000, 33814.82, 33929.99, 33654.36, 33917.55, 2385.201074),
                     (1626012000000, 33917.55, 33994.69, 33806.55, 33948.68, 2606.333826),
                     (1626019200000, 33948.68, 34123.08, 33779.68, 33892.81, 3330.716956),
                     (1626026400000, 33892.82, 33999.0, 33837.16, 33894.57, 1616.734765),
                     (1626033600000, 33894.57, 34600.0, 33710.94, 34481.92, 4923.328161),
                     (1626040800000, 34490.31, 34666.0, 34180.59, 34258.99, 3800.113406),
                     (1626048000000, 34259.0, 34345.53, 34006.92, 34154.35, 2856.114788),
                     (1626055200000, 34153.88, 34537.39, 34082.13, 34447.92, 3538.284401),
                     (1626062400000, 34447.92, 34678.43, 34160.39, 34330.25, 3494.855011),
                     (1626069600000, 34328.7, 34510.0, 34207.95, 34281.74, 3148.145233),
                     (1626076800000, 34281.74, 34488.27, 34018.0, 34050.12, 3463.143756),
                     (1626084000000, 34050.12, 34053.35, 33525.66, 33530.0, 6050.059465),
                     (1626091200000, 33530.0, 33636.92, 33335.76, 33576.93, 4650.42634),
                     (1626098400000, 33574.81, 33585.4, 33316.2, 33337.49, 3274.383287),
                     (1626105600000, 33337.49, 33441.0, 33050.0, 33112.12, 5149.083727),
                     (1626112800000, 33112.13, 33358.17, 32750.0, 32822.85, 5372.938721),
                     (1626120000000, 32822.85, 32990.52, 32658.34, 32867.95, 4078.681693),
                     (1626127200000, 32867.95, 33284.99, 32857.0, 33086.63, 3105.28734),
                     (1626134400000, 33086.94, 33222.22, 32830.98, 33156.97, 2922.925442),
                     (1626141600000, 33156.97, 33229.0, 33060.64, 33071.14, 2024.596186),
                     (1626148800000, 33071.13, 33170.29, 32742.01, 32817.42, 2917.0284),
                     (1626156000000, 32817.42, 33333.33, 32815.15, 33180.08, 3579.069482),
                     (1626163200000, 33180.11, 33292.7, 33101.57, 33273.0, 2503.040844),
                     (1626170400000, 33273.01, 33340.0, 32912.29, 33042.61, 3279.885881),
                     (1626177600000, 33042.61, 33049.0, 32280.0, 32571.77, 8811.775538),
                     (1626184800000, 32571.76, 32870.0, 32461.0, 32790.08, 3569.789561),
                     (1626192000000, 32791.71, 32956.26, 32630.0, 32772.98, 2686.753889),
                     (1626199200000, 32768.73, 32768.74, 32231.42, 32309.69, 4120.747653),
                     (1626206400000, 32309.69, 32646.09, 32202.25, 32589.11, 2732.548086),
                     (1626213600000, 32589.11, 32750.0, 32426.88, 32729.77, 1978.200046),
                     (1626220800000, 32729.12, 32807.41, 32251.31, 32376.2, 3740.205029),
                     (1626228000000, 32374.07, 32583.99, 31650.61, 31830.01, 5663.03955),
                     (1626235200000, 31830.01, 32015.98, 31655.83, 31807.01, 3948.993835),
                     (1626242400000, 31807.01, 32000.0, 31754.55, 31920.01, 3084.833365),
                     (1626249600000, 31920.01, 32500.0, 31550.0, 32327.7, 6837.702712),
                     (1626256800000, 32330.0, 32707.27, 32260.83, 32451.99, 4156.317161),
                     (1626264000000, 32450.95, 32899.99, 32280.0, 32784.0, 4789.428461),
                     (1626271200000, 32784.0, 32959.21, 32700.0, 32786.0, 4499.320829),
                     (1626278400000, 32786.01, 32911.79, 32665.14, 32832.99, 2517.924551),
                     (1626285600000, 32832.99, 33114.03, 32564.44, 32729.76, 3474.648837),
                     (1626292800000, 32729.77, 32940.0, 32708.0, 32852.23, 1779.803887),
                     (1626300000000, 32852.24, 33063.82, 32681.0, 32820.02, 2285.605267),
                     (1626307200000, 32820.03, 33185.25, 32651.26, 32784.33, 3450.926454),
                     (1626314400000, 32784.33, 32911.03, 32580.12, 32641.65, 2697.87682),
                     (1626321600000, 32641.66, 32691.42, 32441.86, 32583.9, 2629.70406),
                     (1626328800000, 32582.71, 32650.0, 32359.65, 32469.5, 3080.332785),
                     (1626336000000, 32468.3, 32620.31, 32316.45, 32505.0, 3923.026592),
                     (1626343200000, 32505.0, 32579.33, 31800.0, 31880.5, 6643.184383),
                     (1626350400000, 31880.5, 32152.97, 31455.0, 31828.82, 7570.357508),
                     (1626357600000, 31828.86, 31957.77, 31653.5, 31677.01, 4330.284846),
                     (1626364800000, 31678.5, 31737.68, 31133.0, 31276.88, 7444.984411),
                     (1626372000000, 31276.87, 31800.0, 31230.0, 31533.62, 3829.23983),
                     (1626379200000, 31538.92, 31840.88, 31528.52, 31666.35, 3384.863201),
                     (1626386400000, 31666.35, 31898.0, 31503.35, 31880.0, 2654.795463),
                     (1626393600000, 31874.49, 31940.0, 31556.95, 31808.4, 3466.977781),
                     (1626400800000, 31808.41, 32049.45, 31762.97, 31914.89, 4080.727849),
                     (1626408000000, 31914.9, 32020.0, 31719.73, 31797.02, 2561.215585),
                     (1626415200000, 31800.41, 31804.99, 31548.15, 31774.49, 3394.243765),
                     (1626422400000, 31779.98, 31779.99, 31320.0, 31399.99, 4142.584026),
                     (1626429600000, 31400.0, 31473.42, 31020.0, 31086.53, 5674.675619),
                     (1626436800000, 31086.52, 31969.0, 31067.43, 31765.8, 7127.19783),
                     (1626444000000, 31765.8, 32212.52, 31742.31, 32127.39, 5327.97415),
                     (1626451200000, 32127.4, 32249.18, 31810.0, 32055.24, 4628.26752),
                     (1626458400000, 32055.24, 32084.82, 31860.82, 31911.34, 2536.227717),
                     (1626465600000, 31911.34, 31987.0, 31661.95, 31719.52, 2473.911127),
                     (1626472800000, 31719.52, 31860.18, 31336.98, 31383.87, 3085.861185),
                     (1626480000000, 31383.86, 31642.64, 31164.31, 31386.53, 3881.094394),
                     (1626487200000, 31383.11, 31499.98, 31250.0, 31306.56, 2759.266767),
                     (1626494400000, 31306.57, 31539.23, 31190.0, 31486.95, 2392.874827),
                     (1626501600000, 31486.94, 31590.94, 31435.22, 31513.64, 1861.545883),
                     (1626508800000, 31513.64, 31955.92, 31341.0, 31609.54, 4045.796),
                     (1626516000000, 31605.47, 31613.5, 31250.0, 31391.33, 3866.095448),
                     (1626523200000, 31391.34, 31765.48, 31341.16, 31618.78, 3499.397972),
                     (1626530400000, 31618.78, 31772.02, 31450.47, 31764.75, 2890.616198),
                     (1626537600000, 31763.98, 31870.43, 31537.0, 31731.13, 2676.840651),
                     (1626544800000, 31731.13, 31920.0, 31670.48, 31834.33, 2095.031643),
                     (1626552000000, 31834.33, 31898.5, 31673.15, 31720.0, 1870.072195),
                     (1626559200000, 31721.5, 31721.51, 31480.66, 31520.07, 2173.610154),
                     (1626566400000, 31520.07, 32435.0, 31463.0, 32213.05, 6822.758435),
                     (1626573600000, 32213.04, 32285.98, 32059.54, 32166.0, 2702.407005),
                     (1626580800000, 32166.0, 32190.45, 32041.06, 32059.27, 1711.582512),
                     (1626588000000, 32059.28, 32072.22, 31680.01, 31712.1, 2524.456348),
                     (1626595200000, 31712.1, 31868.53, 31653.0, 31733.05, 2570.151413),
                     (1626602400000, 31733.06, 31801.8, 31565.58, 31801.01, 2605.421683),
                     (1626609600000, 31801.79, 31849.54, 31620.0, 31700.17, 2013.428687),
                     (1626616800000, 31700.16, 31750.0, 31108.97, 31365.6, 5525.284675),
                     (1626624000000, 31365.6, 31763.11, 31290.0, 31595.44, 2652.37484),
                     (1626631200000, 31596.68, 31726.66, 31563.9, 31643.8, 1567.678695),
                     (1626638400000, 31642.91, 31866.66, 31544.8, 31814.5, 2017.977013),
                     (1626645600000, 31814.5, 31943.0, 31420.0, 31778.56, 3210.19488),
                     (1626652800000, 31778.57, 31861.79, 31431.87, 31601.76, 2769.85928),
                     (1626660000000, 31601.76, 31687.1, 31451.0, 31541.57, 1524.352227),
                     (1626667200000, 31541.58, 31899.0, 31523.28, 31788.0, 2599.085025),
                     (1626674400000, 31787.99, 31860.0, 31583.34, 31604.33, 3117.013863),
                     (1626681600000, 31604.32, 31669.73, 31301.1, 31379.66, 3444.385481)]


fake_test_candles = [
    (1673764980000, 1, 1, 1, 1, 1),
    (1673764980000 + 60_000*1, 2, 2, 2, 2, 2),
    (1673764980000 + 60_000*2, 3, 3, 3, 3, 3),
    (1673764980000 + 60_000*3, 4, 4, 4, 4, 4),
    (1673764980000 + 60_000*4, 5, 5, 5, 5, 5),
    (1673764980000 + 60_000*5, 6, 6, 6, 6, 6),
    (1673764980000 + 60_000*6, 7, 7, 7, 7, 7),
    (1673764980000 + 60_000*7, 8, 8, 8, 8, 8),
    (1673764980000 + 60_000*8, 9, 9, 9, 9, 9),
    (1673764980000 + 60_000*9, 10, 10, 10, 10, 10),
    (1673764980000 + 60_000*10, 11, 11, 11, 11, 11),
    (1673764980000 + 60_000*11, 12, 12, 12, 12, 12),
    (1673764980000 + 60_000*12, 13, 13, 13, 13, 13),
    (1673764980000 + 60_000*13, 14, 14, 14, 14, 14),
    (1673764980000 + 60_000*14, 15, 15, 15, 15, 15),
    (1673764980000 + 60_000*15, 16, 16, 16, 16, 16),
    (1673764980000 + 60_000*16, 17, 17, 17, 17, 17),
    (1673764980000 + 60_000*17, 18, 18, 18, 18, 18),
    (1673764980000 + 60_000*18, 19, 19, 19, 19, 19),
    (1673764980000 + 60_000*19, 20, 20, 20, 20, 20),
    (1673764980000 + 60_000*20, 21, 21, 21, 21, 21),
    (1673764980000 + 60_000*21, 22, 22, 22, 22, 22),
]
